Items where IIASA Author is "See, Linda"

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Number of items: 373.

Article

See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Olteanu-Raimond, A.-M. & Fonte, C.C. (2025). Recent advances in Volunteered Geographic Information (VGI) and citizen sensing. International Journal of Digital Earth 18 (1), e2480220. 10.1080/17538947.2025.2480220.

Fraisl, D. ORCID: https://orcid.org/0000-0001-7523-7967, Neves, M., Seidu, O., Darpoh, C.K., Basnyat, A., Usheva, F., Tungbani, B., Ankamah, D., See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Gadgil, A. (2025). Leveraging Citizen Data to Improve Public Services and Measure Progress Toward Sustainable Development Goal 16. Sustainable Development 10.1002/sd.3441. (In Press)

Fraisl, D. ORCID: https://orcid.org/0000-0001-7523-7967, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Haklay, M. & McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 (2024). Leveraging the collaborative power of AI and citizen science for sustainable development. Nature Sustainability 10.1038/s41893-024-01489-2.

Malek, Z. ORCID: https://orcid.org/0000-0002-6981-6708, Romanchuk, Z., Yashchun, O. & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2024). A harmonized data set of ruminant livestock presence and grazing data for the European Union and neighbouring countries. Scientific Data 11 (1), e1136. 10.1038/s41597-024-03983-w.

Kłopotek, G., Pan, Y., Sturn, T., Weinacker, R., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Crocetti, L., Awadaljeed, M., Rothacher, M., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Navarro, V. & Soja, B. (2024). A Cloud-native Approach for Processing of Crowdsourced GNSS Observations and Machine Learning at Scale: A Case Study from the CAMALIOT Project. Advances in Space Research 74 (6), 2752-2770. 10.1016/j.asr.2024.02.055.

Pan, Y., Kłopotek, G., Crocetti, L., Weinacker, R., Sturn, T., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Dick, G., Möller, G., Rothacher, M., McCallum, I., Navarro, V. & Soja, B. (2024). Determination of high-precision tropospheric delays using crowdsourced smartphone GNSS data. Atmospheric Measurement Techniques 17 (14), 4303-4316. 10.5194/amt-17-4303-2024.

Pišl, J., Rußwurm, M., Haydn Hughes, L., Lenczner, G., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Dirk Wegner, J. & Tuia, D. (2024). Mapping drivers of tropical forest loss with satellite image time series and machine learning. Environmental Research Letters 19 (6), e064053. 10.1088/1748-9326/ad44b2.

Crooks, A., Jiang, N., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Alvanides, S., Arribas-Bel, D., Wolf, L. & Batty, M. (2024). EPB turns 50 years old: An analytical tour of the last five decades. Environment and Planning B: Urban Analytics and City Science 51 (5), 1028-1037. 10.1177/23998083241246928.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2024). My ten years with Environment and Planning B. Environment and Planning B: Urban Analytics and City Science 51 (5), 1017-1019. 10.1177/23998083241247664.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342 & Shchepashchenko, D. ORCID: https://orcid.org/0000-0002-7814-4990 (2024). Integrating Remote Sensing and Geospatial Big Data for Land Cover and Land Use Mapping and Monitoring [Editorial]. Land 13 (6), e769. 10.3390/land13060769.

Bun, R., Marland, G., Oda, T., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Puliafito, E., Nahorski, Z., Jonas, M. ORCID: https://orcid.org/0000-0003-1269-4145, Kovalyshyn, V., Ialongo, I., Yashchun, O. & Romanchuk, Z. (2024). Tracking unaccounted greenhouse gas emissions due to the war in Ukraine since 2022. Science of the Total Environment 914, e169879. 10.1016/j.scitotenv.2024.169879.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2024). The innovative role of cities in solving global problems with local solutions. Environment and Planning B: Urban Analytics and City Science 10.1177/23998083241227294.

Martinez-Sanchez, L., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Yordanov, M., Verhegghen, A., Elvekjaer, N., Muraro, D., d’Andrimont, R. & van der Velde, M. (2024). Automatic classification of land cover from LUCAS in-situ landscape photos using semantic segmentation and a Random Forest model. Environmental Modelling & Software 172, e105931. 10.1016/j.envsoft.2023.105931.

Ngo, T.A., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Leisz, S.J., Tran, N.B., Dinh, T.H.V. & Nguyen, T.H. (2024). Spatial assessment of pollutant loads for surface water quality management: a case study in Lai Chau city, Vietnam. IOP Conference Series: Earth and Environmental Science 1345 (1), e012012. 10.1088/1755-1315/1345/1/012012.

McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Walker, J., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Grau, M., Hannan, C., Hsieh, I-S., Lape, D., Mahone, J., McLester, C., Mellgren, S., Piland, N., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Svolba, G. & de Villiers, M. (2023). Crowd-Driven Deep Learning Tracks Amazon Deforestation. Remote Sensing 15 (21), e5204. 10.3390/rs15215204.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Gilliams, S., Conchedda, G., Degerickx, J., Van Tricht, K., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, Laso Bayas, J.C. ORCID: https://orcid.org/0000-0003-2844-3842, Rosero, J., Tubiello, F.N. & Szantoi, Z. (2023). Dynamic global-scale crop and irrigation monitoring. Nature Food 4 (9), 736-737. 10.1038/s43016-023-00841-7.

Fraisl, D. ORCID: https://orcid.org/0000-0001-7523-7967, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Bowers, R., Seidu, Omar, Fredua, K.B., Bowser, A., Meloche, M., Weller, S., Amaglo-Kobla, T., Ghafari, D., Laso Bayas, J.C. ORCID: https://orcid.org/0000-0003-2844-3842, Campbell, J., Cameron, G., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 & McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 (2023). The contributions of citizen science to SDG monitoring and reporting on marine plastics. Sustainability Science 18, 2629-2647. 10.1007/s11625-023-01402-4.

Orduña-Cabrera, F. ORCID: https://orcid.org/0000-0002-8558-0053, Sandoval-Gastelum, M., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Karanam, S., Sturn, T., Javalera Rincón, V. ORCID: https://orcid.org/0000-0001-8743-9777 & Gonzalez-Navarro, F.F. (2023). Investigating the Use of Street-Level Imagery and Deep Learning to Produce In-Situ Crop Type Information. Geographies 3 (3), 563-573. 10.3390/geographies3030029.

Jung, M. ORCID: https://orcid.org/0000-0002-7569-1390, Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, Warren-Thomas, E., Shchepashchenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2023). The importance of capturing management in forest restoration targets. Nature Sustainability 6, 1321-1325. 10.1038/s41893-023-01192-8.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Soja, B., Kłopotek, G., Sturn, T., Weinacker, R., Karanam, S., Georgieva, I. ORCID: https://orcid.org/0000-0002-5556-794X, Pan, Y., Crocetti, L., Rothacher, M., Navarro, V., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 & McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 (2023). Collecting volunteered geographic information from the Global Navigation Satellite System (GNSS): experiences from the CAMALIOT project. International Journal of Digital Earth 16 (1), 2818-2841. 10.1080/17538947.2023.2239761.

Proden, E., Fraisl, D. ORCID: https://orcid.org/0000-0001-7523-7967 & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2023). Citizen Science: What is in it for the Official Statistics Community? Citizen Science: Theory and Practice 8 (1), e35. 10.5334/cstp.584.

Fraisl, D. ORCID: https://orcid.org/0000-0001-7523-7967, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Campbell, J., Danielsen, F. & Andrianandrasana, H.T. (2023). The Contributions of Citizen Science to the United Nations Sustainable Development Goals and Other International Agreements and Frameworks. Citizen Science: Theory and Practice 8 (1), 1-6. 10.5334/cstp.643.

Shvidenko, A., Mukhortova, L., Kapitsa, E., Kraxner, F., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Pyzhev, A., Gordeev, R., Fedorov, S., Korotkov, V., Bartalev, S. & Shchepashchenko, D. ORCID: https://orcid.org/0000-0002-7814-4990 (2023). A Modelling System for Dead Wood Assessment in the Forests of Northern Eurasia. Forests 14 (1), p. 45. 10.3390/f14010045.

Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Grey, F. (2022). The grand challenges facing environmental citizen science. Frontiers in Environmental Science 10, e1019628. 10.3389/fenvs.2022.1019628.

Hadi, H., Yowargana, P., Zulkarnain, M.T., Mohamad, F., Goib, B.K., Hultera, P., Sturn, T., Karner, M., Dürauer, M., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Hendriatna, A., Nursafingi, Afi, Melati, D.N., Prasetya, F.V.A.S., Carolita, I., Kiswanto, Firdaus, M.I., Rosidi, M. & Kraxner, F. (2022). A national-scale land cover reference dataset from local crowdsourcing initiatives in Indonesia. Scientific Data 9 (1) 10.1038/s41597-022-01689-5.

Moltchanova, E., Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Mugford, J. & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2022). Optimizing Crowdsourced Land Use and Land Cover Data Collection: A Two-Stage Approach. Land 11 (7), e958. 10.3390/land11070958.

Ngo, A.T., Nguyen, G.T.H., Nong, D.H. & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2022). Simulating the spatial distribution of pollutant loads from pig farming using an agent-based modeling approach. Environmental Science and Pollution Research 29, 42037-42054. 10.1007/s11356-021-17112-2.

Salk, C., Moltchanova, E., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Sturn, T., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2022). How many people need to classify the same image? A method for optimizing volunteer contributions in binary geographical classifications. PLOS ONE 17 (5), e0267114. 10.1371/journal.pone.0267114.

Fraisl, D. ORCID: https://orcid.org/0000-0001-7523-7967, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Sturn, T., MacFeely, S., Bowser, A., Campbell, J., Moorthy, I. ORCID: https://orcid.org/0000-0002-3664-3855, Danylo, O., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2022). Demonstrating the potential of Picture Pile as a citizen science tool for SDG monitoring. Environmental Science & Policy 128, 81-93. 10.1016/j.envsci.2021.10.034.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Georgieva, I. ORCID: https://orcid.org/0000-0002-5556-794X, Dürauer, M., Kemper, T., Corbane, C., Maffenini, L., Gallego, J., Pesaresi, M., Sirbu, F., Ahmed, R., Blyshchyk, K., Magori, B., Blyshchyk, V., Melnyk, O., Zadorozhniuk, R., Mandici, M.-T., Su, Y.-F., Rabia, A.H., Pérez-Hoyos, A., Vasylyshyn, R. et al. (2022). A crowdsourced global data set for validating built-up surface layers. Scientific Data 9 (1) 10.1038/s41597-021-01105-4.

Tang, T. ORCID: https://orcid.org/0000-0002-2867-9241, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Wada, Y. ORCID: https://orcid.org/0000-0003-4770-2539, Hofstra, N., Patel, A., Setiawati, S., Wibowo, D., Rahut, D. & Seetha Ram, K.E. (2022). Accelerating Progress towards Universal Water Sanitation and Hygiene (WASH): Governance, Technology and Data for Urban Settings. Environment and Planning B: Urban Analytics and City Science 49 (8), 2038-2043.

Laso Bayas, J.C. ORCID: https://orcid.org/0000-0003-2844-3842, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Georgieva, I. ORCID: https://orcid.org/0000-0002-5556-794X, Shchepashchenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Danylo, O., Dürauer, M., Bartl, H., Hofhansl, F. ORCID: https://orcid.org/0000-0003-0073-0946, Zadorozhniuk, R., Burianchuk, M., Sirbu, F., Magori, B., Blyshchyk, K., Blyshchyk, V., Rabia, A.H., Pawe, C.K., Su, Y.-F., Ahmed, M., Panging, K., Melnyk, O. et al. (2022). Drivers of tropical forest loss between 2008 and 2019. Scientific Data 9 (1), e146. 10.1038/s41597-022-01227-3.

Crooks, A. & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2022). Leveraging Street Level Imagery for Urban Planning. Environment and Planning B: Urban Analytics and City Science 49 (3), 773-776. 10.1177/23998083221083364.

Arribas-Bel, D., Alvanides, S., Batty, M., Crooks, A., See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Wolf, L. (2021). Urban data/code: A new EP-B section. Environment and Planning B: Urban Analytics and City Science, e239980832110596. 10.1177/23998083211059670.

Johnson, D., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Oswald, S.M., Prokop, G. & Krisztin, T. ORCID: https://orcid.org/0000-0002-9241-8628 (2021). A cost–benefit analysis of implementing urban heat island adaptation measures in small- and medium-sized cities in Austria. Environment and Planning B: Urban Analytics and City Science 48 (8), 2326-2345. 10.1177/2399808320974689.

Wehn, U., Ajates, R., Fraisl, D. ORCID: https://orcid.org/0000-0001-7523-7967, Gharesifard, M., Gold, M., Hager, G. ORCID: https://orcid.org/0000-0003-2259-0278, Oliver, J.L., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Shanley, L.A., Ferri, M., Howitt, C., Monego, M., Pfeiffer, E. & Wood, C. (2021). Capturing and communicating impact of citizen science for policy: A storytelling approach. Journal of Environmental Management 295, e113082. 10.1016/j.jenvman.2021.113082.

Mukhortova, L., Shchepashchenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Moltchanova, E., Shvidenko, A., Khabarov, N. ORCID: https://orcid.org/0000-0001-5372-4668 & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2021). Respiration of Russian soils: climatic drivers and response to climate change. Science of the Total Environment 785, e147314. 10.1016/j.scitotenv.2021.147314.

Navarro, V., Grieco, R., Soja, B., Nugnes, M., Klopotek, G., Tagliaferro, G., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Falzarano, R., Weinacker, R. & VenturaTraveset, J. (2021). Data Fusion and Machine Learning for Innovative GNSS Science Use Cases. Proceedings of the 34th International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS+ 2021), 2656-2669. 10.33012/2021.18115.

Matsala, M., Bilous, A., Myroniuk, V., Holiaka, D., Shchepashchenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Kraxner, F. (2021). The Return of Nature to the Chernobyl Exclusion Zone: Increases in Forest Cover of 1.5 Times since the 1986 Disaster. Forests 12 (8), e1024. 10.3390/f12081024.

Shchepashchenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Moltchanova, E., Fedorov, S., Karminov, V., Ontikov, P., Santoro, M., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Kositsyn, V., Shvidenko, A., Romanovskaya, A., Korotkov, V., Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, Bartalev, S., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Shchepashchenko, M. & Kraxner, F. (2021). Russian forest sequesters substantially more carbon than previously reported. Scientific Reports 11 (1), e12825. 10.1038/s41598-021-92152-9.

Ukkusuri, S., Seetharam, K.E., Morgan, P. & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2021). Resilience of cities to external shocks: Analysis, modeling and economic impacts. Environment and Planning B: Urban Analytics and City Science 48 (5), 986-988. 10.1177/23998083211022086.

Mills, G., Ching, J., Bechtel, B., Ren, C. & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2021). An introduction to the special issue. Urban Climate 37, e100801. 10.1016/j.uclim.2021.100801.

Danylo, O., Pirker, J., Lemoine, G., Ceccherini, G., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Hadi, H., Kraxner, F., Achard, F. & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2021). A map of the extent and year of detection of oil palm plantations in Indonesia, Malaysia and Thailand. Scientific Data 8, art. 96. 10.1038/s41597-021-00867-1.

Hager, G. ORCID: https://orcid.org/0000-0003-2259-0278, Gold, M., Wehn, U., Ajates, R., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Woods, M., Tsiakos, C., Masó, J., Fraisl, D. ORCID: https://orcid.org/0000-0001-7523-7967, Moorthy, I. ORCID: https://orcid.org/0000-0002-3664-3855, Domian, D. & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2021). Onto new horizons: insights from the WeObserve project to strengthen the awareness, acceptability and sustainability of Citizen Observatories in Europe. Journal of Science Communication 20 (06), A01. 10.22323/2.20060201.

Liu, L., Olteanu-Raimond, A.-M., Jolivet, L., Bris, A.-l. & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2021). A data fusion-based framework to integrate multi-source VGI in an authoritative land use database. International Journal of Digital Earth 14 (4), 480-509. 10.1080/17538947.2020.1842524.

Ferri, M., Wehn, U., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Monego, M. & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2020). The value of citizen science for flood risk reduction: cost–benefit analysis of a citizen observatory in the Brenta-Bacchiglione catchment. Hydrology and Earth System Sciences 24 (12), 5781-5798. 10.5194/hess-24-5781-2020.

Laso Bayas, J.C. ORCID: https://orcid.org/0000-0003-2844-3842, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Bartl, H., Sturn, T., Karner, M., Fraisl, D. ORCID: https://orcid.org/0000-0001-7523-7967, Moorthy, I. ORCID: https://orcid.org/0000-0002-3664-3855, Busch, M., van der Velde, M. & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2020). Crowdsourcing LUCAS: Citizens Generating Reference Land Cover and Land Use Data with a Mobile App. Land 9 (11), e446. 10.3390/land9110446.

Laso Bayas, J.C. ORCID: https://orcid.org/0000-0003-2844-3842, Gardeazabal, A., Karner, M., Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Vargas, L., Skalský, R. ORCID: https://orcid.org/0000-0002-0983-6897, Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931, Subash, A., Saad, M., Delerce, S., Crespo Cuaresma, J., Hlouskova, J., Molina-Maturano, J., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 & Govaerts, B. (2020). AgroTutor: A Mobile Phone Application Supporting Sustainable Agricultural Intensification. Sustainability 12 (22)

Lu, M., Wu, W., You, L., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Yu, Q., Wei, Y., Chen, D., Yang, P. & Xue, B. (2020). A cultivated planet in 2010 – Part 1: The global synergy cropland map. Earth System Science Data Discussions 12 (3), 1913-1928. 10.5194/essd-12-1913-2020.

Myroniuk, V., Bilous, A., Khan, Y., Terentiev, A., Kravets, P., Kovalevskyi, S. & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2020). Tracking Rates of Forest Disturbance and Associated Carbon Loss in Areas of Illegal Amber Mining in Ukraine Using Landsat Time Series. Remote Sensing 12 (14), e2235. 10.3390/rs12142235.

Fraisl, D. ORCID: https://orcid.org/0000-0001-7523-7967, Campbell, J., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Wehn, U., Wardlaw, J., Gold, M., Moorthy, I. ORCID: https://orcid.org/0000-0002-3664-3855, Arias, R., Piera, J., Oliver, J. L., Masó, J., Penker, M. & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2020). Mapping citizen science contributions to the UN sustainable development goals. Sustainability Science 15, 1735-1751. 10.1007/s11625-020-00833-7.

Campbell, J., Neuner, J., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Fraisl, D. ORCID: https://orcid.org/0000-0001-7523-7967, Espey, J. & Kim, A. (2020). The role of combining national official statistics with global monitoring to close the data gaps in the environmental SDGs. Statistical Journal of the IAOS 36 (2), 443-453. 10.3233/SJI-200648.

Olteanu-Raimond, A.-M., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Schultz, M., Foody, G., Riffler, M., Gasber, T., Jolivet, L., le Bris, A., Meneroux, Y., Liu, L., Poupée, M. & Gombert, M. (2020). Use of Automated Change Detection and VGI Sources for Identifying and Validating Urban Land Use Change. Remote Sensing 12 (7) 10.3390/rs12071186.

Hirsch, C., Krisztin, T. ORCID: https://orcid.org/0000-0002-9241-8628 & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2020). Water Resources as Determinants for Foreign Direct Investments in Land - A Gravity Analysis of Foreign Land Acquisitions. Ecological Economics 170, e106516. 10.1016/j.ecolecon.2019.106516.

Masson, V., Heldens, W., Bocher, E., Bonhomme, M., Bucher, B., Burmeister, C., de Munck, C., Esch, T., Hidalgo, J., Kanani-Sühring, F., Kwok, Y.-T., Lemonsu, A., Lévy, J.-P., Maronga, B., Pavlik, D., Petit, G., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Schoetter, R., Tornay, N., Votsis, A. et al. (2020). City-descriptive input data for urban climate models: Model requirements, data sources and challenges. Urban Climate 31, e100536. 10.1016/j.uclim.2019.100536.

Oswald, S.M., Hollosi, B., Žuvela-Aloise, M., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Guggenberger, S., Hafner, W., Prokop, G., Storch, A. & Schieder, W. (2020). Using urban climate modelling and improved land use classifications to support climate change adaptation in urban environments: A case study for the city of Klagenfurt, Austria. Urban Climate 31, e100582. 10.1016/j.uclim.2020.100582.

Ren, C., Cai, M., Li, X., Shi, Y. & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2020). Developing a rapid method for 3-dimensional urban morphology extraction using open-source data. Sustainable Cities and Society 53, e101962. 10.1016/j.scs.2019.101962.

Szantoi, Z., Geller, G.N., Tsendbazar, N.E., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Griffiths, P., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Gong, P., Herold, M., Mora, B. & Obregón, A. (2020). Addressing the need for improved land cover map products for policy support. Environmental Science & Policy 112, 28-35. 10.1016/j.envsci.2020.04.005.

Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Chave, J., Phillips, O.L., Lewis, S.L., Davies, S.J., Réjou-Méchain, M., Sist, P., Scipal, K., Perger, C., Herault, B., Labrière, N., Hofhansl, F. ORCID: https://orcid.org/0000-0003-0073-0946, Affum-Baffoe, K., Aleinikov, A., Alonso, A., Amani, C., Araujo-Murakami, A., Armston, J., Arroyo, L., Ascarrunz, N. et al. (2019). The Forest Observation System, building a global reference dataset for remote sensing of forest biomass. Scientific Data 6 (1), e198. 10.1038/s41597-019-0196-1.

Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Carlson, T., Haklay, M., Oliver, J.L., Fraisl, D. ORCID: https://orcid.org/0000-0001-7523-7967, Mondardini, R., Brocklehurst, M., Shanley, L., Schade, S., Wehn, U., Abrate, T., Anstee, J., Arnold, S., Billot, M., Campbell, J., Espey, J., Gold, M., Hager, G. ORCID: https://orcid.org/0000-0003-2259-0278, He, S. et al. (2019). Citizen science and the United Nations Sustainable Development Goals. Nature Sustainability 2, 922-930. 10.1038/s41893-019-0390-3.

Danylo, O., Bun, R., See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Charkovska, N. (2019). High-resolution spatial distribution of greenhouse gas emissions in the residential sector. Mitigation and Adaptation Strategies for Global Change 24 (6), 941-967. 10.1007/s11027-019-9846-z.

Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, Bastin, J.-F., Mollicone, D., Tsendbazar, N.-E., Bastin, L., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Laso Bayas, J.C. ORCID: https://orcid.org/0000-0003-2844-3842, Baklanov, A. ORCID: https://orcid.org/0000-0003-1599-3618, Perger, Ch., Dürauer, M. & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2019). Recent Advances in Forest Observation with Visual Interpretation of Very High-Resolution Imagery. Surveys in Geophysics 40 (4), 839-862. 10.1007/s10712-019-09533-z.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fonte, C.C., Antoniou, V. & Minghini, M. (2019). Volunteered geographic information: looking towards the next 10 years. Journal of Geographical Systems 21 (1), 1-3. 10.1007/s10109-018-00291-x.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2019). A Review of Citizen Science and Crowdsourcing in Applications of Pluvial Flooding. Frontiers in Earth Science 7, Article: 44. 10.3389/feart.2019.00044.

Hu, K., Guo, Y., Hochrainer-Stigler, S. ORCID: https://orcid.org/0000-0002-9929-8171, Liu, W. ORCID: https://orcid.org/0000-0003-3646-3456, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Yang, X., Zhong, J., Fei, F., Chen, F., Zhang, Y., Zhao, Q., Chen, G., Chen, Q., Zhang, Y., Ye, T., Ma, L., Li, S. & Qi, J. (2019). Evidence for Urban–Rural Disparity in Temperature–Mortality Relationships in Zhejiang Province, China. Environmental Health Perspectives 127 (3), e037001. 10.1289/EHP3556.

Bechtel, B., Alexander, P.J., Beck, C., Böhner, J., Brousse, O., Ching, J., Demuzere, M., Fonte, C., Gál, T., Hidalgo, J., Hoffmann, P., Middel, A., Mills, G., Ren, C., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Sismanidis, P., Verdonck, M.-L., Xu, G. & Xu, Y. (2019). Generating WUDAPT Level 0 data – Current status of production and evaluation. Urban Climate 27, 24-45. 10.1016/j.uclim.2018.10.001.

Waldner, F., Schucknecht, A., Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, Gallego, J., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Pérez-Hoyos, A., d'Andrimont, R., de Maet, T., Laso Bayas, J.C. ORCID: https://orcid.org/0000-0003-2844-3842, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Leo, O., Kerdiles, H., Díez, M., Van Tricht, K., Gilliams, S., Shelestov, A., Lavreniuk, M., Simões, M., Ferraz, R., Bellón, B. et al. (2019). Conflation of expert and crowd reference data to validate global binary thematic maps. Remote Sensing of Environment 221, 235-246. 10.1016/j.rse.2018.10.039.

Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, Laso Bayas, J.C. ORCID: https://orcid.org/0000-0003-2844-3842, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Dürauer, M., Dahlia, D., Durando, N., Hazarika, R., Sahariah, P.K., Vakolyuk, M., Blyshchyk, V., Bilous, A., Perez-Hoyos, A., Gengler, S., Prestele, R., Bilous, S., Akhtar, I.H., Singha, K., Choudhury, S.B., Chetri, T., Malek, Z. et al. (2019). Estimating the Global Distribution of Field Size using Crowdsourcing. Global Change Biology 25 (1), 174-186. 10.1111/gcb.14492.

Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Bayas, J.C.B., Waldner, F., Jacques, D., Becker-Reshef, I., Whitcraft, A., Baruth, B., Bonifacio, R., Crutchfield, J., Rembold, F., Rojas, O., Schucknecht, A., Van der Velde, M., Verdin, J., Wu, B., Yan, N., You, L., Gilliams, S., Mücher, S. et al. (2019). A comparison of global agricultural monitoring systems and current gaps. Agricultural Systems 168, 258-272. 10.1016/j.agsy.2018.05.010.

Fonte, C.C., Lopes, P., See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Bechtel, B. (2019). Using OpenStreetMap (OSM) to enhance the classification of local climate zones in the framework of WUDAPT. Urban Climate 28, e100456. 10.1016/j.uclim.2019.100456.

Zheng, F., Tao, R., Maier, H.R., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Savic, D., Zhang, T., Chen, Q., Assumpção, T.H., Yang, P., Heidari, B., Rieckermann, J., Minsker, B., Bi, W., Cai, X., Solomatine, D. & Popescu, I. (2018). Crowdsourcing Methods for Data Collection in Geophysics: State of the Art, Issues, and Future Directions. Reviews of Geophysics 56 (4), 698-740. 10.1029/2018RG000616.

Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Laso Bayas, J.C. ORCID: https://orcid.org/0000-0003-2844-3842, Sturn, T., Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Karner, M., Moorthy, I. ORCID: https://orcid.org/0000-0002-3664-3855, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2018). Characterizing the Spatial and Temporal Availability of Very High Resolution Satellite Imagery in Google Earth and Microsoft Bing Maps as a Source of Reference Data. Land 7 (4), p. 118. 10.3390/land7040118.

Olteanu-Raimond, A.-M., Jolivet, L., Van Damme, M.-D., Royer, T., Fraval, L., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Sturn, T., Karner, M., Moorthy, I. ORCID: https://orcid.org/0000-0002-3664-3855 & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2018). An Experimental Framework for Integrating Citizen and Community Science into Land Cover, Land Use, and Land Change Detection Processes in a National Mapping Agency. Land 7 (3), p. 103. 10.3390/land7030103.

Fonte, C. C., Minghini, M., Antoniou, V., Patriarca, J. & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2018). Classification of Building Function using available sources of VGI. ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XLII-4, 209-215. 10.5194/isprs-archives-XLII-4-209-2018.

Burns, L., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Heppenstall, A. & Birkin, M. (2018). Developing an Individual-level Geodemographic Classification. Applied Spatial Analysis and Policy 11 (3), 417-437. 10.1007/s12061-017-9233-7.

Danylo, O., Moorthy, I. ORCID: https://orcid.org/0000-0002-3664-3855, Sturn, T., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Laso Bayas, J.-C. ORCID: https://orcid.org/0000-0003-2844-3842, Domian, D., Fraisl, D. ORCID: https://orcid.org/0000-0001-7523-7967, Giovando, C., Girardot, B., Kapur, R., Matthieu, P.-P. & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2018). The Picture Pile Tool for Rapid Image Assessment: A Demonstration using Hurricane Matthew. ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences IV-4, 27-32. 10.5194/isprs-annals-IV-4-27-2018.

Waha, K., van Wijk, M.T., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Thornton, P.K., Wichern, J. & Herrero, M. (2018). Agricultural diversification as an important strategy for achieving food security in Africa. Global Change Biology 24 (8), 3390-3400. 10.1111/gcb.14158.

Wannemacher, K., Birli, B., Sturn, T., Stiles, R., Moorthy, I. ORCID: https://orcid.org/0000-0002-3664-3855, See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2018). Using Citizen Science to Help Monitor Urban Landscape Changes and Drive Improvements. Journal for Geographic Information Science-GI_Forum 1, 336-343. 10.1553/giscience2018_01_s336.

Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Moltchanova, E., Shvidenko, A., Blyshchyk, V., Dmitriev, E., Martynenko, O., See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Kraxner, F. (2018). Improved Estimates of Biomass Expansion Factors for Russian Forests. Forests 9 (6), e312. 10.3390/f9060312.

Stehman, S.V., Fonte, C.C., Foody, G.M. & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2018). Using volunteered geographic information (VGI) in design-based statistical inference for area estimation and accuracy assessment of land cover. Remote Sensing of Environment 212, 47-59. 10.1016/j.rse.2018.04.014.

Ji, L., You, L., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Li, C., Zhang, S. & Li, G. (2018). Spatial and temporal changes of vegetable production in China. Journal of Land Use Science 12 (5), 494-507. 10.1080/1747423X.2018.1459908.

Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Moltchanova, E., Bun, R., Dürauer, M., Prishchepov, A.V., Schierhorn, F., Estel, S., Kuemmerle, T., Alcántara, C., Kussul, N., Shchepashchenko, M., Kutovaya, O., Martynenko, O., Karminov, V., Shvidenko, A., Havlik, P. ORCID: https://orcid.org/0000-0001-5551-5085, Kraxner, F., See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2018). Spatial distribution of arable and abandoned land across former Soviet Union countries. Scientific Data 5, e180056. 10.1038/sdata.2018.56.

Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, Shvidenko, A., Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2018). A spatial assessment of the forest carbon budget for Ukraine. Mitigation and Adaptation Strategies for Global Change 24 (6), 985-1006. 10.1007/s11027-018-9795-y.

Salk, C., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Dresel, C. & McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 (2018). An Exploration of Some Pitfalls of Thematic Map Assessment Using the New Map Tools Resource. Remote Sensing 10 (3), p. 376. 10.3390/rs10030376.

Foody, G., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Moorthy, I. ORCID: https://orcid.org/0000-0002-3664-3855, Perger, C., Schill, D. & Boyd, D. (2018). Increasing the Accuracy of Crowdsourced Information on Land Cover via a Voting Procedure Weighted by Information Inferred from the Contributed Data. ISPRS International Journal of Geo-Information 7 (3), p. 80. 10.3390/ijgi7030080.

Bun, R., Nahorski, Z., Horabik-Pyzel, J., Danylo, O., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Charkovska, N., Topylko, P., Halushchak, M., Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, Valakh, M. & Kinakh, V. (2018). Development of a high-resolution spatial inventory of greenhouse gas emissions for Poland from stationary and mobile sources. Mitigation and Adaptation Strategies for Global Change, 1-28. 10.1007/s11027-018-9791-2.

Liu, W. ORCID: https://orcid.org/0000-0003-3646-3456, Dugar, S., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Thapa, G., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Khadka, P., Budhathoki, N., Brown, S., Mechler, R. ORCID: https://orcid.org/0000-0003-2239-1578, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 & Shakya, P. (2018). Integrated Participatory and Collaborative Risk Mapping for Enhancing Disaster Resilience. ISPRS International Journal of Geo-Information 7 (2), p. 68. 10.3390/ijgi7020068.

McCallum, I ORCID: https://orcid.org/0000-0002-5812-9988, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Sturn, T., Salk, C., Perger, C., Dürauer, M., Karner, M., Moorthy, I. ORCID: https://orcid.org/0000-0002-3664-3855, Domian, D., Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990 & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2018). Engaging Citizens in Environmental Monitoring via Gaming. International Journal of Spatial Data Infrastructures Research 13, 15-23. 10.2902/1725-0463.2018.13.art3.

Tuia, D., Moser, G., Le Saux, B., Bechtel, B. & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2017). The 2017 IEEE Geoscience and Remote Sensing Society Data Fusion Contest: Open Data for Global Multimodal Land Use Classification [Technical Committees]. IEEE Geoscience and Remote Sensing Magazine 5 (4), 110-114. 10.1109/MGRS.2017.2760346.

Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Laso Bayas, J.C. ORCID: https://orcid.org/0000-0003-2844-3842, Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, Kraxner, F. & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2017). Comment on “The extent of forest in dryland biomes”. Science 358 (6362), eaao0166. 10.1126/science.aao0166.

Zhao, Y., Feng, D., Yu, L., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Perger, C. & Gong, P. (2017). Assessing and Improving the Reliability of Volunteered Land Cover Reference Data. Remote Sensing 9 (10), e1034. 10.3390/rs9101034.

Kraxner, F., Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Fuss, S., Lunnan, A., Kindermann, G. ORCID: https://orcid.org/0000-0003-4297-1318, Aoki, K., Dürauer, M., Shvidenko, A. & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2017). Mapping certified forests for sustainable management - A global tool for information improvement through participatory and collaborative mapping. Forest Policy and Economics 83, 10-18. 10.1016/j.forpol.2017.04.014.

Bilous, A., Myroniuk, V., Holiaka, D., Bilous, S., See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990 (2017). Mapping growing stock volume and forest live biomass: a case study of the Polissya region of Ukraine. Environmental Research Letters 12 (10), e105001. 10.1088/1748-9326/aa8352.

Laso Bayas, J.C. ORCID: https://orcid.org/0000-0003-2844-3842, Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, Waldner, F., Schucknecht, A., Duerauer, M., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Fraisl, D. ORCID: https://orcid.org/0000-0001-7523-7967, Moorthy, I. ORCID: https://orcid.org/0000-0002-3664-3855, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Perger, C., Danylo, O., Defourny, P., Gallego, J., Gilliams, S., Akhtar, I.H., Baishya, S.J., Baruah, M., Bungnamei, K., Campos, A. et al. (2017). A global reference database of crowdsourced cropland data collected using the Geo-Wiki platform. Scientific Data 4, e170136. 10.1038/sdata.2017.136.

Chandler, M., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Copas, K., Bonde, A.M.Z., López, B.C., Danielsen, F., Legind, J.K., Masinde, S., Miller-Rushing, A.J., Newman, G., Rosemartin, A. & Turak, E. (2017). Contribution of citizen science towards international biodiversity monitoring. Biological Conservation 213 (B), 280-294. 10.1016/j.biocon.2016.09.004.

Laso Bayas, J.C. ORCID: https://orcid.org/0000-0003-2844-3842, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Perger, C., Justice, C., Nakalembe, C., Dempewolf, J. & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2017). Validation of Automatically Generated Global and Regional Cropland Data Sets: The Case of Tanzania. Remote Sensing 9 (8), e815. 10.3390/rs9080815.

Jonietz, D., Antonio, V., See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Zipf, A. (2017). Highlighting Current Trends in Volunteered Geographic Information. ISPRS International Journal of Geo-Information 6 (7), p. 202. 10.3390/ijgi6070202.

Cardoso, A.C., Tsiamis, K., Gervasini, E., Schade, S., Taucer, F., Adriaens, T., Copas, K., Flevaris, S., Galiay, P., Jennings, E., Josefsson, M., López, B., Magan, J., Marchante, E., Montani, E., Roy, H., von Schomberg, R., See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Quintas, M. (2017). Citizen Science and Open Data: a model for Invasive Alien Species in Europe. Research Ideas and Outcomes 3, e14811. 10.3897/rio.3.e14811.

Mathieu, P.-P., Borgeaud, M., Desnos, Y.-L., Rast, M., Brockmann, C., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Kapur, R., Mahecha, M., Benz, U. & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2017). The ESA's Earth Observation Open Science Program [Space Agencies]. IEEE Geoscience and Remote Sensing Magazine 5 (2), 86-96. 10.1109/MGRS.2017.2688704.

Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Perger, C., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Schill, C., Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Duerauer, M., Karner, M., Dresel, C., Laso-Bayas, J.-C., Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, Moorthy, I. ORCID: https://orcid.org/0000-0002-3664-3855, Salk, C.F., Danylo, O., Sturn, T., Albrecht, F., You, L., Kraxner, F. & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2017). A global dataset of crowdsourced land cover and land use reference data. Scientific Data 4, p. 170075. 10.1038/sdata.2017.75.

Bechtel, B., Demuzere, M., Sismanidis, P., Fenner, D., Brousse, O., Beck, C., Van Coillie, F., Conrad, O., Keramitsoglou, I., Middel, A., Mills, G., Niyogi, D., Otto, M., See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Verdonck, M.-L (2017). Quality of Crowdsourced Data on Urban Morphology—The Human Influence Experiment (HUMINEX). Urban Science 1 (2), e15. 10.3390/urbansci1020015.

Fonte, C.C., Minghini, M., Patriarca, J., Antoniou, V., See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Skopeliti, A. (2017). Generating Up-to-Date and Detailed Land Use and Land Cover Maps Using OpenStreetMap and GlobeLand30. ISPRS International Journal of Geo-Information 6 (4) 10.3390/ijgi6040125.

Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Fonte, C.C. & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2017). The Role of Citizen Science in Earth Observation. Remote Sensing 9 (4), p. 357. 10.3390/rs9040357.

Herrero, M., Thornton, P.K., Power, B., Bogard, J.R., Remans, R., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Gerber, J.S., Nelson, G., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Waha, K., Watson, R.A., West, P.C., Samberg, L.H., van de Steeg, J., Stephenson, E., van Wijk, M. & Havlik, P. ORCID: https://orcid.org/0000-0001-5551-5085 (2017). Farming and the geography of nutrient production for human use: a transdisciplinary analysis. The Lancet Planetary Health 1 (1), e33-e42. 10.1016/S2542-5196(17)30007-4.

Tuia, D., Moser, G., Le Saux, B., Bechtel, B. & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2017). 2017 IEEE GRSS Data Fusion Contest: Open Data for Global Multimodal Land Use Classification [Technical Committees]. IEEE Geoscience and Remote Sensing Magazine 5 (1), 70-73. 10.1109/MGRS.2016.2645380.

Crespo Cuaresma, J., Danylo, O., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769, See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Walsh, B. ORCID: https://orcid.org/0000-0003-1689-2309 (2017). Economic Development and Forest Cover: Evidence from Satellite Data. Scientific Reports 7, art.no.40678. 10.1038/srep40678.

Danylo, O., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Gomez Sanabria, A. ORCID: https://orcid.org/0000-0002-2317-3946, Schnabel, G. & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2017). Using the LCZ framework for change detection and urban growth monitoring. Geophysical Research Abstracts 19, p. 18043.

Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Shvidenko, A., Usoltsev, V., Lakyda, P., Luo, Y., Vasylyshyn, R., Lakyda, I., Myklush, Y., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Kraxner, F. & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2017). A dataset of forest biomass structure for Eurasia. Scientific Data 4, e170070. 10.1038/sdata.2017.70.

Herold, M., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Tsendbazar, N.-E. & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2016). Towards an Integrated Global Land Cover Monitoring and Mapping System. Remote Sensing 8 (12), p. 1036. 10.3390/rs8121036.

Salk, C., Sturn, T., See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2016). Local knowledge and professional background have a minimal impact on volunteer citizen science performance in a land-cover classification task. Remote Sensing 8 (10), e774. 10.3390/rs8090774.

Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990 & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2016). Carbon tracking: Limit uncertainties in land emissions. Nature 534 (7609), 0621. 10.1038/534621e.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Mooney, P., Foody, G., Bastin, L., Comber, A., Estima, J., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Kerle, N., Jiang, B., Laakso, M., Liu, H.-Y., Milcinski, G., Niksic, M., Painho, M., Podör, A., Olteanu-Raimond, A.-M. & Rutzinger, M. (2016). Crowdsourcing, Citizen Science or Volunteered Geographic Information? The Current State of Crowdsourced Geographic Information. ISPRS International Journal of Geo-Information 5 (5), p. 55.

Bechtel, B., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Mills, G. & Foley, M. (2016). Classification of Local Climate Zones Using SAR and Multispectral Data in an Arid Environment. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 9 (7), 3097-3105. 10.1109/JSTARS.2016.2531420.

Jokar Arsanjani, J., See, L.inda ORCID: https://orcid.org/0000-0002-2665-7065 & Tayyebi, A. (2016). Assessing the suitability of GlobeLand30 for mapping land cover in Germany. International Journal of Digital Earth 9, 1-19. 10.1080/17538947.2016.1151956.

Salk, C., Sturn, T., See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2016). Limitations of Majority Agreement in Crowdsourced Image Interpretation. Transactions in GIS, 1-17. 10.1111/tgis.12194.

Salk, C.F., Sturn, T., See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2016). Assessing quality of volunteer crowdsourcing contributions: lessons from the Cropland Capture game. International Journal of Digital Earth 9 (4), 310-426. 10.1080/17538947.2015.1039609.

Enenkel, M., Steiner, C., Mistelbauer, T., Dorigo, W., Wagner, W., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Atzberger, C., Schneider, S. & Rogenhofer, E. (2016). A Combined Satellite-Derived Drought Indicator to Support Humanitarian Aid Organizations. Remote Sensing 8 (4), p. 340. 10.3390/rs8040340.

Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, Moltchanova, E., Shchepashchenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Shvidenko, A., Comber, A. & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2016). Comparison of Data Fusion Methods Using Crowdsourced Data in Creating a Hybrid Forest Cover Map. Remote Sensing 8 (3), e261. 10.3390/rs8030261.

Danylo, O., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Bechtel, B., Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990 & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2016). Contributing to WUDAPT: A Local Climate Zone Classification of Two Cities in Ukraine. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (J-STARS) 9 (5), 1841-1853. 10.1109/JSTARS.2016.2539977.

Laso Bayas, J.C. ORCID: https://orcid.org/0000-0003-2844-3842, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Sturn, T., Perger, C., Dürauer, M., Karner, M., Moorthy, I. ORCID: https://orcid.org/0000-0002-3664-3855, Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Domian, D. & McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 (2016). Crowdsourcing In-Situ Data on Land Cover and Land Use Using Gamification and Mobile Technology. Remote Sensing 8 (11), e905. 10.3390/rs8110905.

Comber, A., Fonte, C., Foody, G., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Harris, P., Olteanu-Raimond, A.-M. & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2016). Geographically weighted evidence combination approaches for combining discordant and inconsistent volunteered geographical information. GeoInformatica 20 (3), 503-527. 10.1007/s10707-016-0248-z.

Antoniou, V., Fonte, C., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Estima, J., Arsanjani, J., Lupia, F., Minghini, M., Foody, G. & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2016). Investigating the Feasibility of Geo-Tagged Photographs as Sources of Land Cover Input Data. ISPRS International Journal of Geo-Information 5 (5), e64. 10.3390/ijgi5050064.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Dias, E., Hendriks, E., Mijling, B., Snik, F., Stammes, P., Vescovi, F.D., Zeug, G., Mathieu, P.-P., Desnos, Y.-L. & Rast, M. (2016). Supporting Earth-Observation Calibration and Validation: A new generation of tools for crowdsourcing and citizen science. IEEE Geoscience and Remote Sensing Magazine 4 (3), 38-50. 10.1109/MGRS.2015.2498840.

Bechtel, B., Pesaresi, M., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Mills, G., Ching, J., Alexander, P. J., Feddema, J. J., Florczyk, A. J. & Stewart, I. (2016). Towards consistent mapping of urban structure - global human settlement layer and local climate zones. ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XLI-B8, 1371-1378. 10.5194/isprsarchives-XLI-B8-1371-2016.

Foody, G.M., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, van der Velde, M., Perger, C., Schill, C., Boyd, D.S. & Comber, A. (2015). Accurate attribute mapping from volunteered geographic information: issues of volunteer quantity and quality. The Cartographic Journal 52 (4), 336-344. 10.1080/00087041.2015.1108658.

Enenkel, M., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Karner, M., Alvarez, M., Rogenhofer, E., Baraldes-Vallverdu, C., Lanusse, C. & Slase, N. (2015). Food security monitoring via mobile data collection and remote sensing: results from the Central African Republic. PLoS ONE 10 (11), e0142030. 10.1371/journal.pone.0142030.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Mills, G. & Ching, J. (2015). Climate modelling: Community initiative tackles urban heat. Nature 526 (7571), p. 43. 10.1038/526043b.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Perger, C., Schill, C., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Dürauer, M., Sturn, T., Karne, M., Kraxner, F. & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2015). Harnessing the power of volunteers, the internet and Google Earth to collect and validate global spatial information using Geo-Wiki. Technological Forecasting and Social Change 98, 324-335. 10.1016/j.techfore.2015.03.002.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2015). Spatial analysis as a transformative technology for decision-making in environmental domains. ISPRS International Journal of Geo-Information 4 (3), 1770-1773. 10.3390/ijgi4031770.

Fonte, C. C., Bastin, L., Foody, G., Kellenberger, T., Kerle, N., Mooney, P., Olteanu-Raimond, A.-M. & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2015). VGI quality control. ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences II-3/W, 317-324. 10.5194/isprsannals-II-3-W5-317-2015.

Fonte, C.C., Bastin, L., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Foody, G. & Lupia, F. (2015). Usability of VGI for validation of land cover maps. International Journal of Geographical Information Science 29 (7), 1269-1291. 10.1080/13658816.2015.1018266.

Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Salk, C., Perger, C., Shvidenko, A., Albrecht, F., Kraxner, F., Dürauer, M. & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2015). Development of a global hybrid forest mask through the synergy of remote sensing, crowdsourcing and FAO statistics. Remote Sensing of Environment 162, 208-220. 10.1016/j.rse.2015.02.011.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Perger, C., Vakolyuk, M., Schepaschenko, M., van der Velde, M., Kraxner, F. & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2015). Building a hybrid land cover map with crowdsourcing and geographically weighted regression. ISPRS Journal of Photogrammetry and Remote Sensing 103, 48-56. 10.1016/j.isprsjprs.2014.06.016.

Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Bun, A., Moltchanova, E., Dürauer, M., Perger, C., Havlik, P. ORCID: https://orcid.org/0000-0001-5551-5085, Mosnier, A., Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, van der Velde, M., Dunwoody, A., Kraxner, F. & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2015). Mapping global cropland field size. Global Change Biology 21 (5), 1980-1992. 10.1111/gcb.12838.

Enenkel, M., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Bonifacio, R., Boken, V. & Chaney, N. (2015). Drought and food security - Improving decision-support via new technologies and innovative collaboration. Global Food Security 4, 51-55. 10.1016/j.gfs.2014.08.005.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, You, L., Ramankutty, N., Herrero, M., Justice, C., Becker-Reshef, I., Thornton, P., Erb, K., Gong, P., Tang, H., van der Velde, M., Ericksen, P., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Kraxner, F. & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2015). Improved global cropland data as an essential ingredient for food security. Global Food Security 4, 37-45. 10.1016/j.gfs.2014.10.004.

Bechtel, B., Alexander, P., Böhner, J., Ching, J., Conrad, O., Feddema, J., Mills, G., See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Stewart, I. (2015). Mapping Local Climate Zones for a Worldwide Database of the Form and Function of Cities. ISPRS International Journal of Geo-Information 4 (1), 199-219. 10.3390/ijgi4010199.

Exner, A., Bartels, L.E., Windhaber, M., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Politti, E. & Hochleithner, S. (2015). Constructing landscapes of value: Capitalist investment for the acquisition of marginal or unused land. The case of Tanzania. Land Use Policy 42, 652-663. 10.1016/j.landusepol.2014.10.002.

Perger, C., LeDrew, E., See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2014). Geography Geo-Wiki in the classroom: Using crowdsourcing to enhance geographical teaching. Future Internet 6 (4), 597-611. 10.3390/fi6040597.

Gomez, A., Bussink, C., Bauer, T., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Escobar, A., Giusti, M., See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Atzberger, C. (2014). Examining the potential of using information on fire detected by MODIS and socio-economic variables to highlight potential coca cultivations in forest areas in Colombia. Open Geography Journal 6, 18-29. 10.2174/1874923201406010018.

Al-Ahmadi, K., Al-Amri, A. & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2014). A spatial statistical analysis of the occurrence of earthquakes along the Red Sea floor spreading: Clusters of seismicity. Arabian Journal of Geosciences 7 (7), 2893-2904. 10.1007/s12517-013-0974-6.

van der Velde, M., Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931, Ciais, P., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Janssens, I.A., Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Skalsky, R. ORCID: https://orcid.org/0000-0002-0983-6897, Xiong, W. & Penuelas, J. (2014). African crop yield reductions due to increasingly unbalanced Nitrogen and Phosphorus consumption. Global Change Biology 20 (4), 1278-1288. 10.1111/gcb.12481.

Foody, G.M., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, van der Velde, M., Perger, C., Schill, C. & Boyd, D.S. (2013). Assessing the accuracy of volunteered geographic information arising from multiple contributors to an Internet collaborative project. Transactions in GIS 17 (6), 847-860. 10.1111/tgis.12033.

Demetriou, D., See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Stillwell, J. (2013). A parcel shape index for use in land consolidation planning. Transactions in GIS 17 (6), 861-882. 10.1111/j.1467-9671.2012.01371.x.

Demetriou, D., See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Stillwell, J. (2013). A spatial genetic algorithm for automating land partitioning. International Journal of Geographical Information Science 27 (12), 2391-2409. 10.1080/13658816.2013.819977.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 & de Leeuw, J. (2013). Editorial: The rise of collaborative mapping: Trends and future directions. ISPRS International Journal of Geo-Information 2 (4), 955-958. 10.3390/ijgi2040955.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Perger, C., Kraxner, F., Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769, Deka Baruah, U., Mili, N. & Ram Kalita, N. (2013). Mapping cropland in Ethiopia using crowdsourcing. International Journal of Geosciences 4 (6), 6-13. 10.4236/ijg.2013.46A1002.

Comber, A., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, van der Velde, M., Perger, C. & Foody, G. (2013). Using control data to determine the reliability of volunteered geographic information about land cover. International Journal of Applied Earth Observation and Geoinformation, 37-48. 10.1016/j.jag.2012.11.002.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Comber, A., Salk, C.F., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, van der Velde, M., Perger, C., Schill, C., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Kraxner, F. & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2013). Comparing the quality of crowdsourced data contributed by expert and non-experts. PLoS ONE 8 (7), e69958. 10.1371/journal.pone.0069958.

Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Valin, H. ORCID: https://orcid.org/0000-0002-0618-773X (2013). Current issues and uncertainties in estimating global land availability for biofuel production (Editorial). Biofuels 4 (4), 343-345. 10.4155/bfs.13.27.

Jiang, Y., McDonald, A.T., Clarke, M. & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2013). Solving water resources allocation problems using heuristic-based methods. Environmental Engineering and Management Journal 12 (7), 1487-1496.

Demetriou, D., Stillwell, J. & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2013). A new methodology for measuring land fragmentation. Computers, Environment and Urban Systems, 71-80. 10.1016/j.compenvurbsys.2013.02.001.

van der Velde, M., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, You, L., Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Khabarov, N. ORCID: https://orcid.org/0000-0001-5372-4668, Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 & Wood, S. (2013). Affordable nutrient solutions for improved food security as evidenced by crop trials. PLoS ONE 8 (4) 10.1371/journal.pone.0060075.

Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, van der Velde, M., Nalepa, R.A., Perger, C., Schill, C., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Kraxner, F., Vakolyuk, M., Albrecht, F., Shaw, B. & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2013). Downgrading recent estimates of land available for biofuel production. Environmental Science & Technology 47 (3), 1688-1694. 10.1021/es303141h.

Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, You, L., Justice, C., Becker-Reshef, I., Bydekerke, L., Cumani, R., Defourny, P., Erb, K., Foley, J., Gilliams, S., Herrero, M., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769, Ramankutty, N. & van der Velde, M. (2013). The need for improved maps of global cropland. EOS 94 (3), 31-32. 10.1002/2013EO030006.

Vancutsem, C., Marinho, E., Kayitakire, F., See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2013). Harmonizing and combining existing land cover/land use datasets for cropland area monitoring at the African continental scale. Remote Sensing 5 (1), 19-41. 10.3390/rs5010019.

Malleson, N., Evans, A., Heppenstall, A.J. & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2013). The Leeds Burglary Simulator. Informatica e diritto 1 (2013), 211-222.

Malleson, N., Heppenstall, A.J., See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Evans, A. (2013). Using an agent-based crime simulation to predict the effects of urban regeneration on individual household burglary risk. Environment and Planning B: Planning and Design 40 (3), 405-426. 10.1068/b38057.

Demetriou, D., See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Stillwell, J. (2012). A spatial multi-criteria model for the evaluation of land redistribution plans. ISPRS International Journal of Geo-Information 1 (3), 272-293. 10.3390/ijgi1030256.

van der Velde, M., See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2012). Conservation: Citizens add to satellite forest maps. Nature 490 (7420) 10.1038/490342a.

Abrahart, R.J., Anctil, F., Coulibaly, P., Dawson, C.W., Mount, N.J., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Shamseldin, A.Y., Solomatine, D.P., Toth, E. & Wilby, R.L. (2012). Two decades of anarchy? Emerging themes and outstanding challenges for neural network river forecasting. Progress in Physical Geography 36 (4), 480-513. 10.1177/0309133312444943.

van der Velde, M., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Verheijen, F.G.A., Khabarov, N. ORCID: https://orcid.org/0000-0001-5372-4668 & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2012). Generating crop calendars with Web search data. Environmental Research Letters 7 (2), no.024022. 10.1088/1748-9326/7/2/024022.

Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Schill, C., Perger, C., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, van der Velde, M., Kraxner, F. & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2012). Geo-Wiki: An online platform for improving global land cover. Environmental Modelling & Software 31, 110-123. 10.1016/j.envsoft.2011.11.015.

van der Velde, M., See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2012). Agriculture: Soil remedies for small-scale farming. Nature 484 (7394) 10.1038/484318c.

Demetriou, D., Stillwell, J. & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2012). Land consolidation in Cyprus: Why is an Integrated Planning and Decision Support System required? Land Use Policy 29 (1), 131-142. 10.1016/j.landusepol.2011.05.012.

Demetriou, D., Stillwell, J. & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2012). An integrated planning and decision support system (IPDSS) for land consolidation: Theoretical framework and application of the land-redistribution modules. Environment and Planning B: Planning and Design 39 (4), 609-628. 10.1068/b37075.

Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Shvidenko, A., Perger, C., Schill, C., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Kraxner, F. & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2012). A platform to visualize, analyze and improve biomass datasets: http://biomass.geo-wiki.org. Folia Forestalia Polonica, Series A - Forestry 54 (2), 137-139.

Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Schill, C., Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769, van der Velde, M., Bottcher, H., Havlik, P. ORCID: https://orcid.org/0000-0001-5551-5085 & Achard, F. (2011). Highlighting continued uncertainty in global land cover maps for the user community. Environmental Research Letters 6 (4), no.044005. 10.1088/1748-9326/6/4/044005.

Napolitano, G., Serinaldi, F. & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2011). Impact of EMD decomposition and random initialisation of weights in ANN hindcasting of daily stream flow series: An empirical examination. Journal of Hydrology 406 (3), 199-214. 10.1016/j.jhydrol.2011.06.015.

Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, You, L., Bun, A., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Schill, C., Perger, C., Liu, J., Hansen, M. & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2011). Cropland for sub-Saharan Africa: A synergistic approach using five land cover data sets. Geophysical Research Letters 38, L04404. 10.1029/2010GL046213.

Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Rembold, F. (2010). Comparison of global and regional land cover maps with statistical information for the agricultural domain in Africa. International Journal of Remote Sensing 31 (9), 2237-2256. 10.1080/01431160902946598.

Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2008). Identifying and quantifying uncertainty and spatial disagreement in the comparison of Global Land Cover for different applications. Global Change Biology 14 (5), 1057-1075. 10.1111/j.1365-2486.2007.01519.x.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2006). A method to compare and improve land cover datasets: Application to the GLC-2000 and MODIS land cover products. IEEE Transactions on Geoscience and Remote Sensing 44 (7), 1740-1746. 10.1109/TGRS.2006.874750.

Book Section

See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2023). Citizen Science and the Remote Sensing of Land Cover. In: Reference Module in Earth Systems and Environmental Sciences. Elsevier. 10.1016/B978-0-443-13220-9.00002-0.

Soja, B., Kłopotek, G., Pan, Y., Crocetti, L., Mao, S., Awadaljeed, M., Rothacher, M., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Sturn, T., Weinacker, R., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 & Navarro, V. (2023). Machine Learning-Based Exploitation of Crowdsourced GNSS Data for Atmospheric Studies. In: IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium. pp. 1170-1173 Pasadena: IEEE. 10.1109/IGARSS52108.2023.10283441.

Skarlatidou, A., Fraisl, D. ORCID: https://orcid.org/0000-0001-7523-7967, Wu, Y., See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Haklay, M. (2022). Extreme Citizen Science Contributions to the Sustainable Development Goals: Challenges and Opportunities for a Human-Centred Design Approach. In: Sense, Feel, Design. INTERACT - IFIP Conference on Human-Computer Interaction. pp. 20-35 Springer. ISBN 978-3-030-98387-1 10.1007/978-3-030-98388-8_3.

García, F.S., Pelacho, M., Woods, T., Fraisl, D. ORCID: https://orcid.org/0000-0001-7523-7967, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Haklay, M. & Arias, R. (2021). Finding What You Need: A Guide to Citizen Science Guidelines. In: The Science of Citizen Science. Eds. Vohland, K., Land-Zandstra, A., Ceccaroni, L., Lemmens, R., Perelló, J., Ponti, M., Samson, R. & Wagenknecht, K., pp. 419-437 Cham, Switzerland: Springer. ISBN 978-3-030-58277-7 10.1007/978-3-030-58278-4_21.

Oswald, S.M., Hollosi, B., Žuvela-Aloise, M., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Guggenberger, S., Hafner, W., Prokop, G., Storch, A. & Schieder, W. (2021). Supporting Climate Adaptation Measures in Small- to Medium-Sized Austrian Cities Using Climate Modelling. In: Advanced Studies in Efficient Environmental Design and City Planning. Eds. Trapani, F., Mohareb, N., Rosso, F., Kolokotsa, D., Maruthaveeran, S. & Ghoneem, M., pp. 405-413 Springer. ISBN 978-3-030-65181-7 10.1007/978-3-030-65181-7_32.

Fonte, C. C., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Laso Bayas, J.-C. ORCID: https://orcid.org/0000-0003-2844-3842, Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342 & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2020). Assessing the accuracy of land use land cover (lulc) maps using class proportions in the reference data. In: ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. pp. 669-674 Nice, France: ISPRS Congress on Technical Commission III. 10.5194/isprs-Annals-V-3-2020-669-2020.

Fonte, C. C., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342 & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2019). A PRELIMINARY QUALITY ANALYSIS OF THE CLIMATE CHANGE INITIATIVE LAND COVER PRODUCTS FOR CONTINENTAL PORTUGAL. In: International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives. pp. 1213-1220 Netherlands: ISPRS. 10.5194/isprs-archives-XLII-2-W13-1213-2019.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Moorthy, I. ORCID: https://orcid.org/0000-0002-3664-3855, Danylo, O., van Dijk, M. ORCID: https://orcid.org/0000-0002-5207-7304 & Ryan, B. (2018). Using Remote Sensing and Geospatial Information for Sustainable Development. In: From Summits to Solutions: Innovations in Implementing the Sustainable Development Goals. Eds. Desai, R.M., Kato, H., Kharas, H. & McArthur, J.W., pp. 172-198 Brookings Institution Press. ISBN 9780815736639

Foody, G., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Costa Fonte, C., Bastin, L., Olteanu-Raimond, A.-M., Mooney, P., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Antoniou, V., Liu, H.-Y. & Minghini, M. (2017). Mapping and the Citizen Sensor. In: Mapping and the Citizen Sensor. Eds. Foody, G., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Mooney, P., Olteanu-Raimond, A.-M., Costa-Fonte, C. & Antoniu, V., pp. 1-12 London, U.K.: Ubiquity Press. ISBN 978-1-911529-17-0 10.5334/bbf.a.

Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Brovelli, M. (2017). Motivating and Sustaining Participation in VGI. In: Mapping and the Citizen Sensor. Eds. Foody, G., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Mooney, P., Olteanu-Raimond, A.-M., Costa Fonte, C. & Antoniou, V., pp. 93-117 London, U.K.: Ubiquity Press. ISBN 978-1-911529-17-0 10.5334/bbf.e.

Woodard, J., Andriessen, M., Cohen, C., Cox, C., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Johnson, D., Koo, J., McLean, M., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Speck, T. & Sturn, T. (2017). Using ICT for Remote Sensing, Crowdsourcing, and Big Data to Unlock the Potential of Agricultural Data. In: ICT in Agriculture (Updated Edition): Connecting Smallholders to Knowledge, Networks, and Institutions. pp. 401-431 USA: The World Bank Publications. ISBN 978-1-4648-1002-2 10.1596/978-1-4648-1002-2_Module15.

Lopes, P., Fonte, C., See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Bechtel, B. (2017). Using OpenStreetMap data to assist in the creation of LCZ maps. In: 2017 Joint Urban Remote Sensing Event (JURSE). pp. 1-4 IEEE. 10.1109/JURSE.2017.7924630.

Bechtel, B., Conrad, O., Tamminga, M., Verdonck, M.L., Van Coillie, F., Tuia, D., Demuzere, M., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Lopes, P., Fonte, C.C., Xu, Y., Ren, C., Mills, G., Kaloustian, N. & Cassone, A. (2017). Beyond the urban mask. In: 2017 Joint Urban Remote Sensing Event (JURSE). pp. 1-4 IEEE. 10.1109/JURSE.2017.7924557.

Fonte, C.C., Patriarca, J.A., Minghini, M., Antoniou, V., See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Brovelli, M.A. (2017). Using OpenStreetMap to Create Land Use and Land Cover Maps. In: Volunteered Geographic Information and the Future of Geospatial Data. Eds. Campelo, C.E.C., Bertolotto, M. & Corcoran, P., pp. 113-137 IGI Global: IGI Global. ISBN 9781522524465 10.4018/978-1-5225-2446-5.ch007.

Chandler, M., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Andrianandrasana, H., Becker, D., Berardi, A., Bodmer, R., Constantino, P.D.A.L., Cousins, J., Crimmins, T.M., Danielsen, F., Giorgi, A.P., Huxham, M., Leslie, A., Mistry, J., Mora, B., Nelson, M., Poulsen, M.K., Pratihast, A.K., Theilade, I., Vakil, T. et al. (2017). The value and opportunities of community-and citizen-based approaches to tropical forest biodiversity monitoring. In: A Sourcebook of Methods and Procedures for Monitoring Essential Biodiversity Variables in Tropical Forests with Remote Sensing. Eds. Gill, M., Jongman, R., Luque, S., Mora, B., Paganini, M. & Szantoi, Z., pp. 223-281 Wageningen University, The Netherlands: GOFC - GOLD Land Cover Project Office. ISSN: 2542-6729.

Baklanov, A. ORCID: https://orcid.org/0000-0003-1599-3618, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Khachay, M., Nurmukhametov, O. & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2016). The Cropland Capture Game: good annotators versus vote aggregation methods. In: Advanced Computational Methods for Knowledge Engineering - Proceedings of the 4th International Conference on Computer Science, Applied Mathematics and Applications, ICCSAMA 2016, 2-3 May, 2016, Vienna, Austria. pp. 167-180 Cham, Switzerland: Springer International Publishing. ISBN 978-3-319-38884-7 10.1007/978-3-319-38884-7_13.

Chandler, M., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Buesching, C.D., Cousins, J.A., Gillies, C., Kays, R.W., Newman, C., Pereira, H.M. & Tiago, P. (2016). Involving Citizen Scientists in Biodiversity Observation. In: The GEO Handbook on Biodiversity Observation Networks. Eds. Walters, M. & Scholes, R.J., pp. 211-237 Cham, Switzerland: Springer. ISBN 978-3-319-27286-3

Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Perger, C., Hofer, M., Weichselbaum, J., Dresel, C. & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2016). LACO-WIKI-A new open access online portal for land cover validation with high resolution imagery. In: Aerospace Methods and GIS Technologies in Forestry, Forest Management and Ecology: Proceedings of the VI All-Russian Conference. Eds. Ershov, D.V., Zhirin, V.M., Knyazeva, S.V., Eidlina, S.P., Korolyeva, N.V. & Gavrilyuk, E.A., pp. 74-79 Moscow: M. CEPF RAS. ISBN 978-5-9901791-7-2

See, L.inda ORCID: https://orcid.org/0000-0002-2665-7065, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Perger, C., Schill, C., Albrecht, F., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, van der Velde, M., Kraxner, F., Baruah, U., Saikia, A., Singh, K., de Miguel, S., Hazarika, R., Sarkar, A., Marcarini, A., Baruah, M., Sahariah, D., Changkakati, T. & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2016). Mapping Human Impact Using Crowdsourcing. In: Mapping Wilderness. Eds. Carver, S.J. & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, pp. 89-101 Dordrecht, The Netherlands: Springer. ISBN 978-94-017-7397-3 10.1007/978-94-017-7399-7_6.

Danylo, O., Bun, R., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Topylko, P., Xu, X., Charkovska, N. & Tymków, P. (2015). Accounting uncertainty for spatial modeling of greenhouse gas emissions in the residential sector: fuel combustion and heat production. In: Proceedings, 4th International Workshop on Uncertainty in Atmospheric Emissions, 7-9 October 2015, Krakow, Poland. pp. 193-200 Warsaw, Poland: Systems Research Institute, Polish Academy of Sciences. ISBN 83-894-7557-X

Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, Shvidenko, A., Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2015). Forest map and its uncertainty as an important input for carbon sink estimation for Poland and Ukraine. In: Proceedings, 4th International Workshop on Uncertainty in Atmospheric Emissions, 7-9 October 2015, Krakow, Poland. pp. 9-15 Warsaw, Poland: Systems Research Institute, Polish Academy of Sciences. ISBN 83-894-7557-X

Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Kraxner, F., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fuss, S., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Perger, C., Shvidenko, A., Kindermann, G. ORCID: https://orcid.org/0000-0003-4297-1318, Frank, S. ORCID: https://orcid.org/0000-0001-5702-8547, Tum, M., Schmid, E., Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931 & Guenther, K. (2015). Global biomass information: from data generation to application. In: Handbook of Clean Energy Systems. Eds. Yan, Jinyue, Chichester: Wiley. ISBN 9781118991978 10.1002/9781118991978.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Kraxner, F., Fuss, S., Perger, C., Schill, C., Aoki, K., Leduc, S., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Forsell, N. & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2015). The potential of crowdsourcing for the renewable energy sector. In: Handbook of Clean Energy Systems. Eds. Yan, Jinyue, Chichester: Wiley. ISBN 9781118991978 10.1002/9781118991978.

Albrecht, F., Zussner, M., Perger, C., Durauer, M., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 & Kainz, W. (2014). Using student volunteers to crowdsource land cover information. In: GI_Forum 2014. Geospatial Innovation for Society – Conference Proceedings. Eds. Vogler, R., Car, A., Strobl, J. & Griesebner, G., pp. 314-317 Vienna, Austria: Austrian Academy of Sciences Press. ISBN 978-3-87907-545-4

Demetriou, D., See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Stillwell, J. (2014). Expert systems for planning and spatial decision support. In: GeoComputation, Second Edition. Eds. Abrahart, R.J. & See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Boca Raton: CRC Press. ISBN 978-1-4665-0328-1 10.1201/b17091-12.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2014). Limits to GeoComputation. In: GeoComputaion, Second Edition. Eds. Abrahart, R.J. & See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Boca Raton: CRC Press. ISBN 978-1-4665-0328-1 10.1201/b17091-19.

Malleson, N., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Evans, A. & Heppenstall, A.J. (2014). Optimising an agent-based model to explore the behaviour of simulated burglars. In: Theories and Simulations of Complex Social Systems. Eds. Dabbaghian, V. & Mago, V.K., Berlin: Springer. 10.1007/978-3-642-39149-1_12.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Perger, C., van der Velde, M., Albrecht, F., Schill, C., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990 & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2013). Urban Geo-Wiki: A crowdsourcing tool for improving urban land cover. In: Citizen E-Participation in Urban Governance: Crowdsourcing and Collaborative Creativity. Eds. Silva, CN, Hershey: IGI Global. ISBN 9781466641709 10.4018/978-1-4666-4169-3.ch008.

Al-Ahmadi, K., See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Heppenstall, A.J. (2013). Validating spatial patterns of urban growth from a cellular automata model. In: Emerging Applications of Cellular Automata. Eds. Salcido, A, Rijeka: InTech. 10.5772/51708.

Ngo, T.A. & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2012). Calibration and validation of agent-based models of land-cover change. In: Agent-Based Models of Geographical Systems. Eds. Heppenstall, AJ, Crooks, AT, See, LM ORCID: https://orcid.org/0000-0002-2665-7065 & Batty, M, Dordrecht: Springer. 10.1007/978-90-481-8927-4_10.

Batty, M., Crooks, A.T., See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Heppenstall, A.J. (2012). Perspectives on agent-based models and geographical systems. In: Agent-Based Models of Geographical Systems. Eds. Heppenstall, AJ, Crooks, AT, See, LM ORCID: https://orcid.org/0000-0002-2665-7065 & Batty, M, Dordrecht: Springer. 10.1007/978-90-481-8927-4_1.

Heppenstall, A.J., Crooks, A.T., Batty, M. & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2012). Reflections and conclusions: Geographical models to address grand challenges. In: Agent-Based Models of Geographical Systems. Eds. Heppenstall, AJ, Crooks, AT, See, LM ORCID: https://orcid.org/0000-0002-2665-7065 & Batty, M, Dordrecht: Springer. 10.1007/978-90-481-8927-4_37.

Ngo, T.A., Drake, F. & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2012). An agent-based modelling application of shifting cultivation. In: Agent-Based Models of Geographical Systems. Eds. Heppenstall, AJ, Crooks, AT, See, LM ORCID: https://orcid.org/0000-0002-2665-7065 & Batty, M, Dordrecht: Springer. 10.1007/978-90-481-8927-4_30.

Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Fuss, S., Havlik, P. ORCID: https://orcid.org/0000-0001-5551-5085, Szolgayova, J., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2012). The value of determining global land cover for assessing climate change mitigation options. In: The Value of Information: Methodological Frontiers and New Applications in Environment and Health. Eds. Laxminarayan, R & Macauley, MK, Dordrecht: Springer. 10.1007/978-94-007-4839-2_8.

Chaipimonplin, T., See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Kneale, P. (2011). Improving neural network for flood forecasting using radar data on the Upper Ping River. In: MODSIM 2011 - 19th International Congress on Modelling and Simulation - Sustaining Our Future: Understanding and Living with Uncertainty. pp. 1070-1076 Perth, WA; Australia. ISBN 978-098721431-7

Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Schill, C., Perger, C. & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2011). Building a crowd-sourcing tool for the validation of urban extent and gridded population. In: Computational Science and Its Applications - ICCSA 2011. Eds. Murgante, B, Gervasi, O & Iglesias, A, Heidelberg: Springer. 10.1007/978-3-642-21887-3_4.

Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Rembold, F., Massart, M., Negre, T. & Hagen, C. von (2008). Comparing different land cover data sets for agricultural monitoring in Africa. In: Representing, Modeling and Visualizing the Natural Environment. Eds. Mount, N., Aplin, P., Priestnall, G. & Harvey, G., London: Routledge. ISBN 978-1-4200-5549-8

Monograph

van Dijk, M. ORCID: https://orcid.org/0000-0002-5207-7304, Moorthy, I. ORCID: https://orcid.org/0000-0002-3664-3855, Nguyen, B. ORCID: https://orcid.org/0000-0002-2260-8186, See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2019). Tracking poverty using satellite imagery and big data. IIASA Working Paper. Laxenburg, Austria: WP-19-014

Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Mora, B., Pietsch, S. ORCID: https://orcid.org/0000-0001-6431-2212, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Bun, H., Sendabo, S., Kibuchi, S., Okemwa, J., Derrik, O., Oima, G., Mgoe, A., Omondi, E., Ongo, D., Abdel-Rahmon, E., Musiln, Z., Dgole, P., Wangai, J., Dariu, D., Marina, K. et al. (2019). Accuracy Assessment of the ESA CCI 20M Land Cover Map: Kenya, Gabon, Ivory Coast and South Africa. IIASA Working Paper. Laxenburg, Austria: WP-19-009

Conference or Workshop Item

Fraisl, D. ORCID: https://orcid.org/0000-0001-7523-7967, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Bowers, R., Seidu, O., Fredua, K.B., Bowser, A., Meloche, M., Weller, S., Amaglo-Kobla, T., Ghafari, D., Laso Bayas, J.C. ORCID: https://orcid.org/0000-0003-2844-3842, Campbell, J., Cameron, G., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 & McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 (2025). Citizen science data, marine plastics, and SDG monitoring: How to build trust in citizen science data and methodologies among diverse actors with varying needs and motivations? DOI:10.5194/egusphere-egu25-4527. In: EGU General Assembly 2025, 27 April-02 May 2025, Vienna.

Fraisl, D. ORCID: https://orcid.org/0000-0001-7523-7967, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Haklay, M. & McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 (2025). Leveraging the collaborative power of AI and citizen science for sustainable development. In: Exploring the Role of Artificial Intelligence in Transforming Citizen Science: Privacy, Data Sharing, and Open Science, 19 February 2025.

Fraisl, D. ORCID: https://orcid.org/0000-0001-7523-7967, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2024). Complementary use of citizen science and EO data for addressing SDG data gaps. In: URBIS24, 16-18 September 2024, Rome, Italy.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Yashchun, O., Romanchuk, Z., Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931, Skalský, R. ORCID: https://orcid.org/0000-0002-0983-6897, Malek, Z. ORCID: https://orcid.org/0000-0002-6981-6708, Shchepashchenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Deppermann, A., Krisztin, T. ORCID: https://orcid.org/0000-0002-9241-8628 & Havlik, P. ORCID: https://orcid.org/0000-0001-5551-5085 (2024). Improving high-resolution spatial information on agricultural land use management in Europe for economic land use modelling and the assessment of policy impacts. DOI:10.5194/egusphere-egu24-5448. In: EGU General Assembly 2024, 14-19 April 2024, Vienna.

Fraisl, D. ORCID: https://orcid.org/0000-0001-7523-7967, MacFeely, S. & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2024). Citizen science for policy: is the citizen science community ready for change? In: ECSA 2024, 3-6 April 2024, Vienna.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fraisl, D. ORCID: https://orcid.org/0000-0001-7523-7967, Seidu, O., Fredua, K., Weller, S., Kobla-Amalgo, T., Gafari, D. & McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 (2024). How citizen science has changed SDG monitoring of marine plastic pollution in Ghana. In: ECSA 2024, 3-6 April 2024, Vienna.

Bun, R., Marland, G., Oda, T., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Puliafito, E., Nahorski, Z., Jonas, M. ORCID: https://orcid.org/0000-0003-1269-4145, Kovalyshyn, V., Ialongo, I., Yashchun, O. & Romanchuk, Z. (2024). Quantifying unaccounted greenhouse gas emissions due to the war in Ukraine – driver analysis, emission estimation, and implications to emission reporting. DOI:10.5194/egusphere-egu24-20413. In: EGU General Assembly 2024, 14-19 April 2024, Vienna.

Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Barasso, C., Ehrmann, F., Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Meyer, C., Laso Bayas, J.C. ORCID: https://orcid.org/0000-0003-2844-3842 & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2023). Opening up FAIR in-situ land-use reference data: current gaps, obstacles and future challenges. In: EGU General Assembly 2023, 23-28 April 2023, Vienna.

Hager, G. ORCID: https://orcid.org/0000-0003-2259-0278, Moorthy, I. ORCID: https://orcid.org/0000-0002-3664-3855 & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2023). Citizen Science Daten und Praktiken – (Konflikt-)Potentiale für bürger*innenbasierte Datenströme und neue Formen urbaner Entscheidungsfindung. In: Österreichische Citizen Science Konferenz 2023, Linz, Austria.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Sturn, T., Karanam, S., Subash, A., Fraisl, D. ORCID: https://orcid.org/0000-0001-7523-7967, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2023). The Picture Pile Platform for Rapid Image Classification: Demonstrating the Potential for Citizen Science and SDG Monitoring. In: ISRSE39, 24-28 April 2023, Antalya, Turkey.

Fraisl, D. ORCID: https://orcid.org/0000-0001-7523-7967, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Estevez, D., Tomaska, N. & MacFeely, S. (2023). Citizen science for monitoring the health and well-being related Sustainable Development Goals and the World Health Organization’s Triple Billion Targets. In: Citizen Science for Health and Well-Being Statistics: Side Event to the United Nations Expert Group Meeting on Citizen Contributions to Data: A Conceptual Framework, 28 September 2023, Danish Institute for Human Rights, Copenhagen, Denmark.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Sturn, T., Karanam, S., Subash, A., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2022). Combining a rapid image classification app with artificial intelligence through the Picture Pile Platform for citizen science. In: ECSA Conference, 5-8 October 2022, Berlin.

Crocetti, L., Soja, B., Kłopotek, G., Awadaljeed, M., Rothacher, M., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Weinacker, R., Sturn, T., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 & Navarro, V. (2022). Machine learning algorithms for global modelling of Zenith Wet Delay based on GNSS measurements and meteorological data. In: 1st Workshop on Data Science for GNSS Remote Sensing, 13-15 June 2022, Potsdam, Germany.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Soja, B., Kłopotek, G., Awadaljeed, M., Crocetti, L., Pan, Y., Rothacher, M., Weinacker, R., Sturn, T., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 & Navarro, V. (2022). The CAMALIOT project. In: FFG Informationsveranstaltung zu NAVISP, 10 May, 2022, Vienna, Austria.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Fraisl, D. ORCID: https://orcid.org/0000-0001-7523-7967 (2022). Complementary use of citizen science and EO data for addressing SDG data gap. In: Living Planet Symposium, 23-27 May 2022, Bonn.

Sturn, T., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Karanam, S. & McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 (2022). Extending Rapid Image Classification with the Picture Pile Platform for Citizen Science. In: EGU General Assembly 2022, 23-27 May 2022, Vienna.

Crocetti, L., Soja, B., Klopotek, G., Awadaljeed, M., Rothacher, M., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Weinacker, R., Sturn, T., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 & Navarro, V. (2022). Machine learning and meteorological data for spatio-temporal prediction of tropospheric parameters. In: EGU General Assembly 2022, 23-27 May 2022, Vienna.

Crocetti, L., Soja, B., Klopotek, G., Awadaljeed, M., Rothacher, M., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Weinacker, R. & Sturn, T. (2022). Machine learning based modelling of tropospheric parameters with GNSS enhanced by meteorological data. In: ESA Living Planet Symposium, 23-27 May 2022, Bonn, Germany.

Laso Bayas, J.C. ORCID: https://orcid.org/0000-0003-2844-3842, Hofer, M. ORCID: https://orcid.org/0000-0002-2867-8943, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Bodner, G., Lamare, M., Danylo, O., Maus, V. ORCID: https://orcid.org/0000-0002-7385-4723, Luger, D., See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2022). Remote sensing detection of climate-smart practices: Enhancing farm resilience in Austria. In: EGU General Assembly 2022, 23-27 May 2022, Vienna.

Klopotek, G., Soja, B., Awadaljeed, M., Crocetti, L., Rothacher, M., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Weinacker, R., Sturn, T., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 & Navarro, V. (2022). Total Electron Content Monitoring Complemented with Crowdsourced GNSS Observations. In: EGU General Assembly 2022, 23-27 May 2022, Vienna.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2022). The growing role of GEO in the urban nexus including citizen science. In: GEO Symposium 2022, 2-5 May, 2022.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2022). Citizen Science in the EO*GI Sector. In: EO4GEO Workshop, 17-18 May, 2022.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2022). Citizen science and the SDGs: Examples, opportunities and challenges. In: Sustainability Research and Innovation Congress (SRI2022), 20-24 June, 2022, Pretoria, South Africa.

Ching, J.K.S., Mills, G., Bechtel, B., Demuzere, M., Aliaga, D., Ren, C., Wong, M., Niyogi, D., Neophytou, M., Middel, A, Stewart, I., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Arunachalum, S. & Shy, Y. (2022). The WUDAPT DEcade. In: 2022 IAUC Virtual Poster Conference, 30 August–1 September 2022.

Moorthy, I. ORCID: https://orcid.org/0000-0002-3664-3855, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Banko, G., Capellan, S., Mrkajić, V., Olteanu-Raimond, A.-M., Schrammeijer, B., Schultz, M., Batič, M. & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2020). LandSense: Coupling citizen science and earth observation data to promote environmental monitoring. DOI:10.5281/zenodo.4146846. In: Knowledge for Change: A decade of Citizen Science (2020-2030) in support of the SDGs, 14-15 October 2020.

Capellan, S., Ramirez, I., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Subash, A., Moorthy, I. ORCID: https://orcid.org/0000-0002-3664-3855, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Infante, O. & Wirastami, L.A. (2020). Natura Alert: Monitoring biodiversity threats using citizen science. DOI:10.5281/zenodo.4146860. In: Knowledge for Change: A decade of Citizen Science (2020-2030) in support of the SDGs, 14-15 October 2020.

Matheus, A., Moorthy, I. ORCID: https://orcid.org/0000-0002-3664-3855, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Batič, M. & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2020). Citizen Science and Personal Data Protection. In: ECSA Conference, September 2020.

Fraisl, D. ORCID: https://orcid.org/0000-0001-7523-7967, Campbell, J., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Wehn, U., Wardlaw, J., Gold, M., Moorthy, I. ORCID: https://orcid.org/0000-0002-3664-3855, Aras, R., Piera, J., Oliver, J.L., Maso, J., Penker, M., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 & Hepburn, L. (2020). Citizen Science and the UN Sustainable Development Goals. In: ECSA Conference, September 2020.

Mrkajic, V., Nicin, N., Batič, M., Gold, M., Woods, T., Moorthy, I. ORCID: https://orcid.org/0000-0002-3664-3855, See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2020). The LandSense Innovation Challenge. In: ECSA Conference, September 2020.

Fraisl, D. ORCID: https://orcid.org/0000-0001-7523-7967, Campbell, J., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Wehn, U., Wardlaw, J., Gold, M., Moorthy, I. ORCID: https://orcid.org/0000-0002-3664-3855, Aras, R., Piera, J., Oliver, J.L., Maso, J., Penker, M., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 & Hepburn, L. (2020). Mapping citizen science contributions to the UN Sustainable Development Goals. In: 6th International Conference on Big Data for Official Statistics, September 2020.

Danylo, O., Hadi, H., Zulkarnain, T., Joshi, N., Ekadinata, A., Sturn, T., Mohamad, F., Goib, B., Yowargana, P., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Moorthy, I. ORCID: https://orcid.org/0000-0002-3664-3855, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 & Kraxner, F. (2020). Building up local knowledge on restoration: lessons learnt from organizing a set of crowdsourcing campaigns. DOI:10.5194/egusphere-egu2020-19043. In: European Geosciences Union (EGU) General Assembly 2020, 4-8 May 2020, Vienna, Austria.

Fraisl, D. ORCID: https://orcid.org/0000-0001-7523-7967, Campbell, J., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Wehn, U., Wardlaw, J., Gold, M., Moorthy, I. ORCID: https://orcid.org/0000-0002-3664-3855, Arias, R., Piera, J., L. Oliver, J., Maso, J., Penker, M. & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2020). The Potential Role of Citizen Science for Addressing Global Challenges and Achieving the UN Sustainable Development Goals. DOI:10.5194/egusphere-egu2020-7453. In: European Geosciences Union (EGU) General Assembly 2020, 4-8 May 2020, Vienna, Austria.

Molina-Maturano, J., Laso Bayas, J.-C. ORCID: https://orcid.org/0000-0003-2844-3842, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Hager, G. ORCID: https://orcid.org/0000-0003-2259-0278 & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2020). Promoting ethical and responsible data management within a toolkit for scaling Citizen Science projects. In: International FAIR Convergence Symposium.

Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Sturn, T., Karner, M., Moorthy, I. ORCID: https://orcid.org/0000-0002-3664-3855, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Laso Bayas, J.C. ORCID: https://orcid.org/0000-0003-2844-3842 & Fraisl, D. ORCID: https://orcid.org/0000-0001-7523-7967 (2019). FotoQuest Go: A Citizen Science Approach to the Collection of In-Situ Land Cover and Land Use Data for Calibration and Validation. In: Digital Earth Observation, 01-04 July 2019, Salzburg, Austria.

Moorthy, I. ORCID: https://orcid.org/0000-0002-3664-3855, Sturn, T., Batic, M., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Milčinski, G. & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2019). Improving Cloud Detection in Satellite Imagery using a Citizen Science Approach. In: Digital Earth Observation, 01-04 July 2019, Salzburg, Austria.

Laso Bayas, J.C. ORCID: https://orcid.org/0000-0003-2844-3842, Gardeazabal, A., Kerner, M., Vargas, L., Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Skalský, R. ORCID: https://orcid.org/0000-0002-0983-6897, Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931, Declerce, S., Crespo Cuaresma, J., Hlouskova, J., Verhulst, N., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 & Govaerts, B. (2019). AgroTutor: Promoting agricultural sustainable intensification and crowdsourcing plot information. In: ESA Living Planet Symposium, May 2019, Milan, Italy.

Moorthy, I. ORCID: https://orcid.org/0000-0002-3664-3855, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Batič, M., Matheus, A., Milčinski, G. & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2019). The LandSense Engagement Platform: Connecting citizens with earth observation data for Land Use and Land Cover Monitoring. In: Living Planet Symposium 2019, 13-17 May 2019, Milan, Italy.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Perger, C., Dresel, C., Saad, M., Subash, A., Mora, B., Pascaud, M., Ligeard, F., Joshi, N. & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2019). LACO-Wiki Mobile: An Open Source Application for In situ DataCollection and Land Cover Validation. In: European Geosciences Union (EGU) General Assembly 2019, 7–12 April 2019, Vienna, Austria.

Oswald, S., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Hollosi, B., Zuvela-Aloise, M., Storch, A., Prokop, G., Schieder, W., Guggenberger, S. & Hafner, W. (2019). Using Urban Climate Modelling to Support Climate Change Adaptationin Small- to Medium-sized Cities in Austria. In: European Geosciences Union (EGU) General Assembly 2019, 7–12 April 2019, Vienna, Austria.

Fraisl, D. ORCID: https://orcid.org/0000-0001-7523-7967, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Taylor, H. (2019). The Value of Citizen Science for Monitoring Marine Litter. In: UN Environment Assembly 4 (UNEA4), 11-15 March 2019, Nairobi.

Moorthy, I. ORCID: https://orcid.org/0000-0002-3664-3855, Joshi, N., Zulkarnain, M.T., Ekadinata, A., Sturn, T., Mohamad, F., Goib, B., Yowargana, P., Danylo, O., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Kraxner, F., See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2019). Validating maps of land cover and land degradation with citizen science and mobile gaming. In: XXV IUFRO World Congress, 29 September-5 October 2019, Curtitiba, Brazil.

Laso Bayas, J.C. ORCID: https://orcid.org/0000-0003-2844-3842, Moorthy, I. ORCID: https://orcid.org/0000-0002-3664-3855, Sturn, T., Karner, M., Perger, C., Fraisl, D. ORCID: https://orcid.org/0000-0001-7523-7967, Domian, D., Gardeazabal, A., Vargas, L., Capellan, S., Danylo, O., Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, Dürauer, M., Dresel, C., Hager, G. ORCID: https://orcid.org/0000-0003-2259-0278, Saad, M., Subash, A., Smith, B., Joshi, N., Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990 et al. (2018). Citizen Scientists Monitoring the Environment: The Latest Apps from IIASA. In: Citizen Observatories for natual hazards and Water Management, 27-30 November 2018, Venice, Italy.

Verbeiren, B., Dagnachew Seyoum, S., Lubbad, I., Xin, T., ten Veldhuis, M.-C., Onof, C., Wang, L.-P., Ochoa-Rodriguez, S., Veeckman, C., Boonen, M., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Nalpas, D., O'Brien, B., Johnston, A. & Willems, P. (2018). FloodCitiSense: An early warning service for urban pluvial flooding. In: 2nd International Conference on Citizen Observatories for Natural Hazards and Water Management, 27-30 Nov 2018, Venice, Italy.

Moorthy, I. ORCID: https://orcid.org/0000-0002-3664-3855, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Batic, M. & Matheus, A. (2018). The LandSense Engagement Platform: Connecting citizens with earth observation data to promote environmental monitoring. In: The ESA Earth Observation Week, 12-16 November, 2018, Frascati, Italy.

Fraisl, D. ORCID: https://orcid.org/0000-0001-7523-7967, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 & Moorthy, I. ORCID: https://orcid.org/0000-0002-3664-3855 (2018). Citizen Science & SDGs: Opportunities, Challenges, Recommendations. In: Eye on Earth Summit, 22-24 October 2018, Mina A'Salam, Madinat Jumeriah, Dubai.

Moorthy, I. ORCID: https://orcid.org/0000-0002-3664-3855, Sturn, T., Fraisl, D. ORCID: https://orcid.org/0000-0001-7523-7967, Karner, M., Laso Bayas, J.C. ORCID: https://orcid.org/0000-0003-2844-3842, See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 (2018). FotoQuest Go: A citizen science tool for in-situ land use and land cover monitoring. In: European Geosciences Union General Assembly 2018, 9-13 April 2018, Vienna, Austria.

Moorthy, I. ORCID: https://orcid.org/0000-0002-3664-3855, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Wehn, U., Hemment, D., Pau, J.M., Tsertou, A., Vohland, K., Ferri, M., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Domian, D., Hager, G. ORCID: https://orcid.org/0000-0003-2259-0278 & Perger, C. (2018). WeObserve: An Ecosystem of Citizen Observatories for Environmental Monitoring. In: European Geosciences Union General Assembly 2018, 9-13 April 2018, Vienna, Austria.

Aleksandrov, M., Batic, M., Milcinski, G., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Perger, C., Moorthy, I. ORCID: https://orcid.org/0000-0002-3664-3855 & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2017). Crowdsourcing EO datasets to improve cloud detection algorithms and land cover change. In: Earth Observation Open Science 2017 Conference, 25-28 September 2017, Frascati, Italy.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Perger, C., Dresel, C., Laso Bayas, J.C. ORCID: https://orcid.org/0000-0003-2844-3842, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 & Weichselbaum, J. (2017). LACO-WIKI: An online tool for land cover validation and area estimation. In: ISRSE37, 8-12 May 2017, Pretoria, South Africa.

Moorthy, I. ORCID: https://orcid.org/0000-0002-3664-3855, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 (2017). LandSense: A Citizen Observatory and Innovation Marketplace for Land Use and Land Cover Monitoring. In: European Geosciences Union (EGU) General Assembly 2017, 23–28 April 2017, Vienna, Austria.

Liu, W. ORCID: https://orcid.org/0000-0003-3646-3456, Dugar, S., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Brown, S., See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Mechler, R. ORCID: https://orcid.org/0000-0003-2239-1578 (2017). Participatory and Collaborative Digital Mapping to Enhance Disaster Resilience. In: European Geosciences Union (EGU) General Assembly 2017, 23–28 April 2017, Vienna, Austria.

Danylo, O., Sturn, T., Giovando, C., Moorthy, I. ORCID: https://orcid.org/0000-0002-3664-3855, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Kapur, R., Girardot, B., Ajmar, A., Tonolo, F.G., Reinicke, T., Mathieu, P. & Dürauer, M. (2017). Picture Pile: A citizen-powered tool for rapid post-disaster damage assessments. In: European Geosciences Union (EGU) General Assembly 2017, 23–28 April 2017, Vienna, Austria.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Dunwoody, A., Laso Bayas, J. C. ORCID: https://orcid.org/0000-0003-2844-3842, Moorthy, I. ORCID: https://orcid.org/0000-0002-3664-3855, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Jacques, D. & Waldner, F. (2016). Global Agricultural Monitoring Systems: Current Gaps and Possible Solutions. In: Global Land Project 3rd Open Science Meeting (GLPOSM16), 24-27 October 2016, China National Convention Center, Beijing, China.

Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, You, L., Wu, W. & Lu, M. (2016). A Global cropland map: hybrid approach. In: Global Land Project 3rd Open Science Meeting (GLPOSM16), 24-27 October 2016, China National Convention Center, Beijing, China.

Fonte, C., Minghini, M., Antoniou, V., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Patriarca, J., Brovelli, M. & Milcinski, G. (2016). Automated methodology for converting OSM data into a land use/cover map. In: 6th International Conference on Cartography & GIS, 13-17 June 2016, Albena, Bulgaria.

Antoniou, V., Skopeliti, A., Fonte, C., See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Alvanides, S. (2016). Using OSM, Geo-tagged Flickr photos and authoritative data: A quality perspective. In: 6th International Conference on Cartography & GIS, 13-17 June 2016, Albena, Bulgaria.

Moorthy, I. ORCID: https://orcid.org/0000-0002-3664-3855, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 & Laso Bayas, J. C. ORCID: https://orcid.org/0000-0003-2844-3842 (2016). LandSense: A Citizen Observatory and Innovation Marketplace for Land Use and Land Cover Monitoring. In: The First International ECSA Citizen Science Conference 2016, May 19 – 21, 2016, Berlin, Germany.

Laso-Bayas, J.C. ORCID: https://orcid.org/0000-0003-2844-3842, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Sturn, T., Karner, M., Perger, C., Dürauer, M., Mondel, T., Domian, D., Moorthy, I. ORCID: https://orcid.org/0000-0002-3664-3855, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Shchepashchenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Kraxner, F. & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2016). Assessing the quality of crowdsourced in-situ land-use and land cover data from FotoQuest Austria application. In: European Geosciences Union (EGU) General Assembly 2016, 17–22 April 2016, Vienna, Austria.

Liu, W. ORCID: https://orcid.org/0000-0003-3646-3456, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Dugar, S. & Laso-Bayas, J.C. ORCID: https://orcid.org/0000-0003-2844-3842 (2016). Digital technologies in support of flood resilience: A case study for Nepal. In: European Geosciences Union (EGU) General Assembly 2016, 17–22 April 2016, Vienna, Austria.

Baklanov, A. ORCID: https://orcid.org/0000-0003-1599-3618, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Khachay, M., Nurmukhametov, O., Salk, C., See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Shchepashchenko, D. ORCID: https://orcid.org/0000-0002-7814-4990 (2016). Improved Vote Aggregation Techniques for the Geo-Wiki Cropland Capture Crowdsourcing Game. In: European Geosciences Union (EGU) General Assembly 2016, 17–22 April 2016, Vienna, Austria.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Perger, C., Dresel, C., Hofer, M., Weichselbaum, J., Mondel, T. & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2016). LACO-Wiki: A land cover validation tool and a new, innovative teaching resource for remote sensing and the geosciences. In: European Geosciences Union (EGU) General Assembly 2016, 17–22 April 2016, Vienna, Austria.

Nurmukhametov, O., Baklanov, A. ORCID: https://orcid.org/0000-0003-1599-3618, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Khachay, M., Salk, C., See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Shchepashchenko, D. ORCID: https://orcid.org/0000-0002-7814-4990 (2015). How to Increase the Accuracy of Crowdsourcing Campaigns? In: Systems Analysis 2015 - A Conference in Celebration of Howard Raiffa, 11 -13 November, 2015, Laxenburg, Austria.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Chatterton, P. (2015). Mobilizing Mass Action through Mobile Devices: Challenges and Opportunities for Science, Policy, and Governance. In: Systems Analysis 2015 - A Conference in Celebration of Howard Raiffa, 11 -13 November, 2015, Laxenburg, Austria.

Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Moorthy, I. ORCID: https://orcid.org/0000-0002-3664-3855, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Perger, C., Shchepashchenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, Shvidenko, A., Salk, C., Dürauer, M., Karner, M., Sturn, T., Dresel, C., Domian, D., Dunwoody, A., Kraxner, F. & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2015). The Role of Citizen Science and Crowdsourcing Tools in Supporting Systems Analysis at IIASA. In: Systems Analysis 2015 - A Conference in Celebration of Howard Raiffa, 11 -13 November, 2015, Laxenburg, Austria.

Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, Moltchanova, E., Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Shvidenko, A. & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2015). Comparison of data fusion methods for generating a forest cover map. In: XIV World Forestry Congress, 7-11 September 2015, Durban, South Africa.

Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Shvidenko, A., Perger, C., Dürauer, M., Kraxner, F., Schepaschenko, M. & McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 (2015). A citizen science application for improving the spatial distribution of global forests. In: XIV World Forestry Congress, 7-11 September 2015, Durban, South Africa.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Perger, C., Hofer, M., Weichselbaum, J., Dressel, C. & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2015). LACO-WIKI: an open access online portal for land cover validation. In: ISPRS Geospatial Week 2015, 28 September-3 October 2015, Grande Motte, France.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Ching, J., Masson, V., Feddema, J., Mills, G., Neophytou, M., Foley, M., O'Connor, M., Milčinski, G., Repse, M., Perger, C., Dürauer, M., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 & Bechtel, B. (2015). Generating WUDAPT’s Specific Scale - dependent Urban Modeling and Activity Parameters: Collection of Level 1 and Level 2 Data. In: ICUC9 - 9th International Conference on Urban Climate jointly with 12th Symposium on the Urban Environment, Touloouse, France.

Sturn, T., Wimmer, M., Salk, C., Perger, C., See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2015). Cropland Capture – A Game for Improving Global Cropland Maps. In: Foundatoins of Digital Games, 22-25 June 2015, California.

Demetriou, D., See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Stillwell, J. (2014). Integrating GIS and genetic algorithms for automating land partitioning. DOI:10.1117/12.2064520. In: Proceedings of SPIE: Second International Conference on Remote Sensing and Geoinformation of the Environment (RSCy2014), 7-10 April 2014.

Comber, A., See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2014). The impact of contributor confidence, expertise and distance on the crowdsourced land cover data quality. In: Proceedings, GI_Forum 2014- Geospatial Innovation for Society, 1-4 July 2014.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Sturn, T., Perger, C., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 & Salk, C. (2014). Cropland Capture: A gaming approach to improve global land cover. In: Proceedings, AGILE 2014, "Connecting a Digital Europe through Location and Place, 3-6 June 2014.

Foody, G., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Kerle, N., Hart, G. & Fonte, C. (2014). Enhancing the role of citizen sensors in mapping: COST Action TD1202. In: Proceedings, The 17th AGILE International Conference, "Connecting a Digital Europe Through Location and Place", 3-6 June 2014.

Comber, A., Schade, S., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Mooney, P. & Foody, G. (2014). Semantic analysis of citizen sensing, crowdsourcing and VGI. In: Proceedings, The 17th AGILE International Conference, "Connecting a Digital Europe Through Location and Place", 3-6 June 2014.

Ching, J., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Mills, G., Alexander, P., Bechtel, B., Feddema, J., Oleson, K.L., Stewart, I., Neophytou, M., Chen, F., Wang, X. & Hanna, A. (2014). WUDAPT: Facilitating advanced urban canopy modeling for weather, climate and air quality applications. In: 94th American Meterological Society Annual Meeting, 2-6 February 2014, Georgia, USA.

Comber, A., Brunsdon, C., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 & McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 (2013). Comparing expert and non-expert conceptualisations of the land: An analysis of crowdsourced land cover data. DOI:10.1007/978-3-319-01790-7_14. In: Spatial Information Theory: Proceedings, 11th International Conference, COSIT 2013.

Perger, C., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Albrecht, F., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 & Thau, D. (2013). Improved cropland mapping in Ethiopia. DOI:10.1553/giscience2013s96. In: GI_Forum 2013 - Creating the GISociety. Conference Proceedings.

Albrecht, F., Perger, C., Schill, C., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Collins, R. & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2013). Using crowdsourcing to examine land acquisitions in Ethiopia. DOI:10.1553/giscience2013s100. In: GI_Forum 2013 - Creating the GISociety. Conference Proceedings.

Demetriou, D., Stillwell, J. & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2013). A GIS-based shape index for land parcels. DOI:10.1117/12.2026499. In: First International Conference on Remote Sensing and Geoinformation of the Environment (RSCy2013).

Perger, C., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Schill, C., van der Velde, M., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2012). A campaign to collect volunteered geographic information and land cover and human impact. In: GI_Forum 2012: Geovizualisation, Society and Learning.

Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Purgathofer, P., Kayali, F., Fellner, M., Sturn, T., Perger, C., Dürauer, M., Haberl, W., See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 (2012). Landspotting: Social gaming to collect vast amounts of data for satellite validation. In: European Geosciences Union General Assembly 2012, 23 April 2012, Austria Center Vienna, Austria. (Unpublished)

Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Perger, C., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, van der Velde, M., Karner, M., Albrecht, F., Schill, C., Kraxner, F. & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2012). Geo-Wiki.org: Harnessing the power of volunteers, the internet and Google Earth to collect and validate global spatial information. In: Worlds Within Reach: From Science To Policy - IIASA 40th Anniversary Conference, 24-26 October 2012, Hofburg Congress Center, Vienna and IIASA, Laxenburg, Austria.

van der Velde, M., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, You, L., Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Khabarov, N. ORCID: https://orcid.org/0000-0001-5372-4668, Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 & Wood, S. (2012). Overcoming soil productivity constraints as evidenced by historic FAO crop trials to improve food security in Africa, Latin America and SE Asia. In: Worlds Within Reach: From Science To Policy - IIASA 40th Anniversary Conference, 24-26 October 2012, Hofburg Congress Center, Vienna and IIASA, Laxenburg, Austria.

Demetriou, D., Stillwell, J. & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2011). LandSpaCES: A spatial expert system for land consolidation. DOI:10.1007/978-3-642-19789-5_13. In: Advancing Geoinformation Science for a Changing World.

Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Kraxner, F. & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2010). Comparison of global land cover products: Community remote sensing to validate areas of high disagreement. DOI:10.1109/IGARSS.2010.5652081. In: 2010 IEEE International Geoscience and Remote Sensing Symposium (IGARSS): Proceedings, 25-30 July 2010.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 & Bone, S. (2009). A cross-border deforestation index to understand underlying drivers of deforestation. In: XIII World Forestry Congress, 18-23 October 2009.

Book

Foody, G., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Mooney, P., Olteanu-Raimond, A.-M., Fonte, C.C. & Antoniou, V. (2017). Mapping and the Citizen Sensor. London, UK: Ubiquity Press. ISBN 978-1-911529-16-3 10.5334/bbf.

Abrahart, R.J. & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2014). GeoComputation, Second Edition. Boca Raton: CRC Press. ISBN 9781466503281

Heppenstall, A.J., Crooks, A.T., See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Batty, M. (2012). Agent-based Models of Geographical Systems. Dordrecht: Springer. ISBN 978-90-481-8926-7

Robinson, T.P., Thornton, P.K., Franceschini, G., Kruska, R.L., Chiozza, F., Notenbaert, A., Cecchi, G., Herrero, M., Epprecht, M., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, You, L., Conchedda, G. & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2011). Global Livestock Production Systems. Rome: FAO and ILRI. ISBN 978-92-5-107033-8

Data

Malek, Z. ORCID: https://orcid.org/0000-0002-6981-6708, Romanchuk, Z., Yashchun, O. & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2024). Harmonized livestock number dataset for Europe. 10.5281/zenodo.11058508.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Romanchuk, Z., Yashchun, O. & Milenkovic, M. (2024). LAMASUS Annual Corine Land Cover Time Series (2000 to 2018). 10.5281/zenodo.12696959.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Romanchuk, Z., Yashchun, O. & Malek, Z. ORCID: https://orcid.org/0000-0002-6981-6708 (2024). LAMASUS Land Use Management Data Set. 10.5281/zenodo.13254323.

Malek, Z. ORCID: https://orcid.org/0000-0002-6981-6708, Romanchuk, Z., Yashchun, O. & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2024). Spatial distribution of cattle, sheep and goat density, and grazed areas for the European Union and the United Kingdom. 10.5281/zenodo.13734517.

Hadi, H., Yowargana, P., Zulkarnain, M.T., Mohamad, F., Goib, B.K., Hultera, Sturn, T., Karner, M., Dürauer, M., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Hendriatna, A., Nursafingi, A., Melati, D.N., Prasetya, F.V., Carolita, I., Kiswanto, Firdaus, M.I., Rosidi, M. & Kraxner, F. (2022). A national-scale land cover reference dataset from local crowdsourcing initiatives in Indonesia. 10.6084/m9.figshare.20278341.v1.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Georgieva, I. ORCID: https://orcid.org/0000-0002-5556-794X, Dürauer, M., Kemper, T., Corbane, C., Maffenini, L., Gallego, J., Pesaresi, M., Sirbu, F., Ahmed, R., Blyshchyk, K., Magori, B., Blyshchyk, V., Melnyk, O., Zadorozhniuk, R., Mandici, M.-T., Su, Y.-F., Rabia, A.H., Pérez-Hoyos, A., Vasylyshyn, R. et al. (2021). A Crowdsourced Global Data Set for Validating Built-up Surface Layers V.2. 10.22022/asa/09-2021.128.

Laso Bayas, J.C. ORCID: https://orcid.org/0000-0003-2844-3842, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Georgieva, I. ORCID: https://orcid.org/0000-0002-5556-794X, Shchepashchenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Danylo, O., Dürauer, M., Bartl, H., Hofhansl, F. ORCID: https://orcid.org/0000-0003-0073-0946, Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, Zadorozhniuk, R., Burianchuk, M., Sirbu, F., Magori, B., Blyshchyk, K., Blyshchyk, V., Rabia, A.H., Pawe, C.K., Su, Y.-F., Ahmed, M., Panging, K. et al. (2021). Crowdsourcing deforestation in the tropics during the last decade: Data sets from the “Driver of Tropical Forest Loss” Geo-Wiki campaign. 10.22022/NODES/06-2021.122.

Laso Bayas, J.C. ORCID: https://orcid.org/0000-0003-2844-3842, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Bartl, H., Sturn, T., Karner, M., Fraisl, D. ORCID: https://orcid.org/0000-0001-7523-7967, Moorthy, I. ORCID: https://orcid.org/0000-0002-3664-3855, Busch, M., van der Velde, M. & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2021). Crowdsourcing LUCAS: Data set from the 2018 FotoQuest Go Europe campaign. 10.22022/nodes/05-2021.120.

Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, Shchepashchenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Buchhorn, M., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Dürauer, M., Georgieva, I. ORCID: https://orcid.org/0000-0002-5556-794X, Jung, M. ORCID: https://orcid.org/0000-0002-7569-1390, Hofhansl, F. ORCID: https://orcid.org/0000-0003-0073-0946, Schulze, K., Bilous, A., Blyshchyk, V., Mukhortova, L., Brenes, C., Krivobokov, L., Ntie, S., Tsogt, K., Pietsch, S., Tikhonova, E., Kim, M., Di Fulvio, F. ORCID: https://orcid.org/0000-0002-7317-6360 et al. (2021). Global forest management data at a 100m resolution for the year 2015. 10.5281/zenodo.4541512.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Georgieva, I. ORCID: https://orcid.org/0000-0002-5556-794X, Dürauer, M., Kemper, T., Corbane, C., Maffenini, L., Gallego, J., Pesaresi, M., Sirbu, F., Ahmed, R., Blyshchyk, K., Magori, B., Blyshchyk, V., Melnyk, O., Zadorozhniuk, R., Mandici, M.-T., Su, Y.-F., Rabia, A.H., Pérez-Hoyos, A., Vasylyshyn, R. et al. (2021). A Crowdsourced Global Data Set for Validating Built-up Surface Layers. 10.22022/asa/01-2021.112.

Storch, A., Schieder, W., Hollosi, B., Žuvela-Aloise, A., Prokop, G., Guggenberger, S. & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2020). Urban Heat Island Hazard and Risk Indices for Austria. 10.22022/esm/05-2020.86.

Danylo, O., Pirker, J., Lemoine, G., Ceccherini, G., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Hadi, H., Kraxner, F., Achard, F. & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2020). Data for: A map of the extent and year of detection of oil palm plantations in Indonesia, Malaysia and Thailand. 10.22022/ESM/05-2020.85.

Olteanu-Raimond, A.-M., Marcuzzi, J., van Damme, M.-D., Sturn, T., Gombert, M., Jolivet, L., See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Royer, T. (2020). Crowd and community sourcing to update authoritative LULC data in urban areas. 10.5281/zenodo.3691826.

Danylo, O., Bun, R., See, . ORCID: https://orcid.org/0000-0002-2665-7065 & Charkovska, N. (2019). High resolution spatial distribution of greenhouse gas emissions in the residential sector.

Shchepashchenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Chave, J., Phillips, O.L., Lewis, S.L., Davies, S.J., Réjou-Méchain, M., Sist, P., Scipal, K., Perger, C., Herault, B., Labrière, N., Hofhansl, F. ORCID: https://orcid.org/0000-0003-0073-0946, Affum-Baffoe, K., Aleinikov, A., Alonso, A., Amani, C., Araujo-Murakami, A., Armston, J., Arroyo, L., Ascarrunz, N. et al. (2019). A global reference dataset for remote sensing of forest biomass. The Forest Observation System approach. 10.22022/ESM/03-2019.38.

Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, Bayas, J.C.L., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Duerauer, M., Dahlia, D., Durando, N., Hazarika, R., Sahariah, P.K., Vakolyuk, M., Blyshchyk, V., Bilous, A., Perez-Hoyos, A., Gengler, S., Prestele, R., Bilous, S., Akhtar, I., Singha, K., Choudhury, S.B., Chetri, T., Malek, Z. ORCID: https://orcid.org/0000-0002-6981-6708 et al. (2018). Estimating the Global Distribution of Field Size using Crowdsourcing.

Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Shvidenko, A., Usoltsev, V.A., Lakyda, P., Luo, Y., Vasylyshyn, R., Lakyda, I,, Myklush, Y., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Kraxner, F. & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2017). Biomass plot data base. 10.1594/PANGAEA.871465.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2017). A global reference database of crowdsourced cropland data collected using the Geo-Wiki platform. 10.1594/PANGAEA.873912.

Shchepashchenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Salk, C., Moltchanova, E., Perger, C., Shchepashchenko, M. ORCID: https://orcid.org/0000-0003-1081-2902, Shvidenko, A., Kovalevskyi, S., Gilitukha, D., Albrecht, F., Kraxner, F., Bun, A., Maksyutov, S., Sokolov, A., Dürauer, M., Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769, Karminov, V. et al. (2015). Global hybrid forest mask for the year 2000. 10.5281/zenodo.5559652.

Teaching Resource

WeObserve consortium (2021). WeObserve Cookbook. [Teaching Resource]

Woods, M., Coulson, S., Ajates, R., Amditis, A., Cobley, A., Domian, D., Hager, G. ORCID: https://orcid.org/0000-0003-2259-0278, Ferri, M., Fraisl, D. ORCID: https://orcid.org/0000-0001-7523-7967, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Gold, M., Karitsioti, N., Masó, J., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Tomei, G., Monego, M., Moorthy, I. ORCID: https://orcid.org/0000-0002-3664-3855, Prat, E., Tsertou, A., Tsiakos, V. et al. (2020). Citizen Science Projects: How to make a difference (MOOC). [Teaching Resource]

Other

Fraisl, D. ORCID: https://orcid.org/0000-0001-7523-7967, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fonteneau, F. & Jütting, J. (2024). AI through the lens of official statistics and the Sustainable Development Goals: The benefits and risks. PARIS21 Discussion Paper 17

Fraisl, D. ORCID: https://orcid.org/0000-0001-7523-7967, Topouzelis, K., Seidu, O., See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Rabiee, M. (2023). Feasibility study on marine litter detection and reporting in Ghana. Thematic Research Network on Data and Statistics (TReNDS) , New York, NY.

Proden, E., Bett, K., Chen, H., Duerto Valero, S., Fraisl, D. ORCID: https://orcid.org/0000-0001-7523-7967, Gamez, G., MacFeely, S., Mondardini, R., See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Min, Y. (2022). Citizen science data to track SDG progress: Low-hanging fruit for Governments and National Statistical Offices. Crowd4SDG, Policy Brief, July 2022

WeObserve consortium (2021). Roadmap for the uptake of the Citizen Observatories' knowledge base. WeObserve 10.5281/zenodo.4646774.

United Nations Environment Programme (2021). Measuring Progress: Environment and the SDGs. UNEP , Nairobi.

Laso Bayas, J.C. ORCID: https://orcid.org/0000-0003-2844-3842, Gardeazabal, A., Karner, M., Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Vargas, L., Skalský, R. ORCID: https://orcid.org/0000-0002-0983-6897, Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931, Subash, A., Saad, M., Delerce, S., Crespo Cuaresma, J., Hlouskova, J., Molina-Maturano, J,, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 & Govaerts, B. (2020). AgroTutor: A Mobile Phone Application Supporting Agricultural Sustainable Intensification. Preprints (Submitted)

Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, Shchepashchenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Buchhorn, M., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Dürauer, M., Georgieva, I. ORCID: https://orcid.org/0000-0002-5556-794X, Jung, M. ORCID: https://orcid.org/0000-0002-7569-1390, Hofhansl, F. ORCID: https://orcid.org/0000-0003-0073-0946, Schulze, K., Bilous, A., Blyshchyk, V., Mukhortova, L., Muñoz Brenes, C., Krivobokov, L.V., Ntie, S., Tsogt, K., Pietsch, S. ORCID: https://orcid.org/0000-0001-6431-2212, Tikhonova, E., Kim, M., Su, Y.-F. et al. (2020). Methodology for generating a global forest management layer. Zenodo 10.5281/zenodo.3933966. (Submitted)

Crespo Cuaresma, J., Danylo, O., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2016). Economic development and forest cover: evidence from satellite data. Working Paper No. 25, Department of Economics, Vienna University of Economics and Business , Vienna, Austria.

Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Shvidenko, A., Perger, C., Kraxner, F. & Schepaschenko, M. (2015). Citizen science application for forestry. [[Book of Abstracts, International Scientific Conference - Forestry: Bridge to the Future]]; 6-9 May 2015, Sofia, Bulgaria pp.94-95 (May 2015)

Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, Shvidenko, A., Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2015). Development of a hybrid forest map using Ukraine as a case study. [[Book of Abstracts. International Scientific Conference, Forestry: Bridge to the Future]], 6-9 May 2015, Sofia, Bulgaria pp 71-72 (May 2015)

Salk, C., Sturn, T., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fuss, S., Perger, C., Dürauer, M., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2014). Collecting, analyzing and assessing big land use data: Results from the cropland capture game. Presentation, [[AGU Fall Meeting]], 15-19 December 2014, San Francisco, CA, USA (2014)

Enenkel, M., Dorigo, W., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Vinck, P. & Papp, A. (2014). Joining forces for food security - linking earth observation and crowd-sourcing for improved decision-support. Presentation, [[AGU Fall Meeting]]; 15-19 December 2014, San Francisco, CA, USA (2014)

Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Nordling, J., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Perger, C., Becker-Reshef, I., Mucher, S., Bydekerke, L., Havlik, P. ORCID: https://orcid.org/0000-0001-5551-5085, Kraxner, F. & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2014). Towards the development and validation of a global field size and irrigation map using crowdsourcing, mobile apps and Google Earth engine in support of GEOGLAM. Presentation, [[AGU Fall Meeting]], San Francisco, CA, USA (December 2014)

See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2014). The potential for crowdsourcing and using mobile phone technology. Presentation, [[Reducing the Cost of GHG Estimates in Agriculture to Inform Low Emissions Development]], 10-12 November 2014, FAO, Rome, Italy (2014)

Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Perger, C., Shvidenko, A., Kraxner, F. & Schepaschenko, M. (2014). Global forest map: exploring the synergy of remote sensing, crowd sourcing and statistics. Presentation, [[XXIV IUFRO Congress]], 5-11 October 2014, Salt Lake City, USA (2014)

See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 & McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 (2014). Satellite data: Beyond sharing Earth observations. [[Nature]], 514(7521):168 (9 October 2014) (Published online 8 October 2014) 10.1038/514168a.

Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Kraxner, F., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Perger, C., Shvidenko, A. & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2014). Towards a global biomass baseline map for the year 2000 to meet REDD(plus) policy requirements. Presentation, [[XXIV IUFRO Congress]], 5-11 October 2014, Salt Lake City, USA (2014)

Sturn, T., Perger, C., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Salk, C., Wimmer, M. & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2014). Cropland Capture: an effective game for collecting VGI. Position Paper, [[Role of Volunteered Geographic Information in Advancing Science: Effective Utilization

Keating, A., Mechler, R. ORCID: https://orcid.org/0000-0003-2239-1578, Mochizuki, J. ORCID: https://orcid.org/0000-0003-1000-4251, Kunreuther, H., Bayer, J., Hanger, S., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Williges, K., Hochrainer-Stigler, S. ORCID: https://orcid.org/0000-0002-9929-8171 & Egan, C. (2014). Operationalizing Resilience Against Natural Disaster Risk: Opportunities, Barriers, and a Way Forward. Zurich Flood Resilience Alliance

Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Sturm, T., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Perger, C., Schill, C., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Karner, M., Dueruer, M., Kraxner, F. & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2014). Cropland Capture: A game to improve global cropland through crowdsourcing. [[Geophysical Research Abstracts]], 16:EGU2014-2004

Skalsky, R. ORCID: https://orcid.org/0000-0002-0983-6897, Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, van der Velde, M. & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2014). SOIL Geo-Wiki: A tool for improving soil information. Geophysical Research Abstracts, 16:EGU2014-2540

Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Perger, C., Shvidenko, A. & Kraxner, F. (2013). Global hybrid forest mask: Synergy of remote sensing, crowd sourcing and statistics. AGU Fall Meeting 2013, ePoster B23D-0574 (9-13 December 2013)

Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Schill, C., Perger, C., Baccini, A., Gallaun, H., Kindermann, G. ORCID: https://orcid.org/0000-0003-4297-1318, Kraxner, F., Saatchi, S., Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769, Santoro, M., Schmullius, C., Shvidenko, A. & Schepaschenko, M. (2012). Observing forest biomass globally. [[Earthzine]], posted on 9 June 2012 in Articles, Earth Observation, Forest Resources Information

Demetriou, D., Stillwell, J. & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2012). LandParcelS: A module for automated land partitioning. Working Paper 12/02, University of Leeds, School of Geography (May 2012)

Serinaldi, F., Napolitano, G. & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2012). Examining the impact of Empirical Mode Decomposition in ANN hindcasting of daily stream flow series. [[Geophysical Research Abstracts]], 14:EGU2012-11945

van der Velde, M., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, You, L., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Khabarov, N. ORCID: https://orcid.org/0000-0001-5372-4668 & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2012). Overcoming Soil Productivity Constraints as Evidenced by Historic FAO Crop Trials to Improve Food Security in Africa, Latin America and SE Asia. Poster presentation, Planet under Pressure, 26-29 March 2012, London, UK

See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Thornton, P.K., You, L., Becker-Reshef, I., Justice, C., Leo, O. & Herrero, M. (2012). Building a consolidated community global cropland map. [[Earthzine]], posted on 24 January 2012 in Agriculture, Articles, Earth Observation

Schill, C., Diaz, L., Perger, C., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Nativi, S., McInerney, D., See, L. ORCID: https://orcid.org/0000-0002-2665-7065 & Craglia, M. (2012). Web 2 Tools to Improve Global Land Cover: Linking the EuroGEOSS Broker and Geo-Wiki. Poster presentation, EuroGEOSS Conference, 23-27 January 2012, Madrid, Spain

Demetriou, D., Stillwell, J. & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2011). The development and evaluation of a new model for measuring land fragmentation. Working Paper 11/05, School of Geography, University of Leeds, UK (October 2011)

Demetriou, D., Stillwell, J. & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2011). A multi-attribute decision-making module for the evaluation of alternative land consolidation plans. Working Paper of the University of Leeds, School of Geography; 11(2):1-61 (August 2011)

Demetriou, D., Stillwell, J. & See, L. ORCID: https://orcid.org/0000-0002-2665-7065 (2011). A multi-attribute decision-making module for the evaluation of alternative land consolidation plans. Working Paper 11/02, School of Geography, University of Leeds, UK (June 2011)

This list was generated on Sat May 24 02:15:37 2025 UTC.