Items where IIASA Author is "See, Linda"

Article

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. et al. (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. et al. (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. et al. (2023). The contributions of citizen science to SDG monitoring and reporting on marine plastics. Sustainability Science 10.1007/s11625-023-01402-4. (In Press)

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., 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 10.1038/s41893-023-01192-8.

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. Frontiers in Public Health 11 10.3389/fpubh.2023.1202188.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Soja, B., Kłopotek, G., Sturn, T., Weinacker, R., Karanam, S., Georgieva, I., Pan, Y., Crocetti, L., Rothacher, M. et al. (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. et al. (2022). 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 et al. (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.

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, Shchepashchenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Danylo, O., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Dürauer, M., Georgieva, I., Domian, D., Fraisl, D. ORCID: https://orcid.org/0000-0001-7523-7967 et al. (2022). Lessons learned in developing reference data sets with the contribution of citizens: the Geo-Wiki experience. Environmental Research Letters 17 (6), e065003. 10.1088/1748-9326/ac6ad7.

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., Jung, M., Hofhansl, F. ORCID: https://orcid.org/0000-0003-0073-0946, Schulze, K., Bilous, A. et al. (2022). Global forest management data for 2015 at a 100 m resolution. Scientific Data 9 (1), e199. 10.1038/s41597-022-01332-3.

McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Kyba, C.C.M., Laso Bayas, J.C. ORCID: https://orcid.org/0000-0003-2844-3842, Moltchanova, E., Cooper, M., Crespo Cuaresma, J., Pachauri, S. ORCID: https://orcid.org/0000-0001-8138-3178, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Danylo, O., Moorthy, I. et al. (2022). Estimating global economic well-being with unlit settlements. Nature Communications 13, e2459. 10.1038/s41467-022-30099-9.

Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Laso Bayas, J.C. ORCID: https://orcid.org/0000-0003-2844-3842, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Shchepashchenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Hofhansl, F. ORCID: https://orcid.org/0000-0003-0073-0946, Jung, M., Dürauer, M., Georgieva, I., Danylo, O., Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342 et al. (2022). A Continental Assessment of the Drivers of Tropical Deforestation with a Focus on Protected Areas. Frontiers in Conservation Science 3, e830248. 10.3389/fcosc.2022.830248.

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., 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., Dürauer, M., Kemper, T., Corbane, C., Maffenini, L., Gallego, J., Pesaresi, M., Sirbu, F., Ahmed, 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., 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. 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. et al. (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. et al. (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, 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. et al. (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., 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. et al. (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., Arias, R., Piera, J., Oliver, J. L. et al. (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. et al. (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. 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. 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. 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 et al. (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., 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. et al. (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. et al. (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 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. 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. 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. et al. (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., 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. & 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., 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. et al. (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., 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. et al. (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., 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. et al. (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 et al. (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., Domian, D., Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990 et al. (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., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 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. et al. (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.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Laso Bayas, J.C. ORCID: https://orcid.org/0000-0003-2844-3842, Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Perger, C., Dresel, C., Maus, V. ORCID: https://orcid.org/0000-0002-7385-4723, Salk, C., Weichselgartner, J., Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 et al. (2017). LACO-Wiki: A New Online Land Cover Validation Tool Demonstrated Using GlobeLand30 for Kenya. Remote Sensing 9 (7), e754. 10.3390/rs9070754.

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. et al. (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. et al. (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. et al. (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. et al. (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 et al. (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.

McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Liu, W. ORCID: https://orcid.org/0000-0003-3646-3456, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Mechler, R. ORCID: https://orcid.org/0000-0003-2239-1578, Keating, A., Hochrainer-Stigler, S., Mochizuki, J. ORCID: https://orcid.org/0000-0003-1000-4251, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Dugar, S., Arestegui, M. et al. (2016). Technologies to Support Community Flood Disaster Risk Reduction. International Journal of Disaster Risk Science 7 (2), 198-204. 10.1007/s13753-016-0086-5.

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. et al. (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., Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Domian, D. et al. (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. et al. (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. et al. (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. et al. (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. et al. (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 et al. (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. et al. (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. et al. (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.

Kraxner, F., Nordström, E., Havlik, P. ORCID: https://orcid.org/0000-0001-5551-5085, Gusti, M., Mosnier, A., Frank, S. ORCID: https://orcid.org/0000-0001-5702-8547, Valin, H. ORCID: https://orcid.org/0000-0002-0618-773X, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Fuss, S., Kindermann, G. ORCID: https://orcid.org/0000-0003-4297-1318 et al. (2013). Global bioenergy scenarios - Future forest development, land-use implications, and trade-offs. Biomass and Bioenergy 57, 86-96. 10.1016/j.biombioe.2013.02.003.

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. et al. (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. et al. (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. et al. (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., Danylo, O., van Dijk, M. & 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. et al. (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. et al. (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.

Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769, Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931, Böttcher, H., Bouma, J., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Fuss, S., Havlik, P. ORCID: https://orcid.org/0000-0001-5551-5085, Heumesser, C., Hochrainer-Stigler, S., Jantke, K. et al. (2017). The Value of Global Earth Observations. In: Satellite Earth Observations and Their Impact on Society and Policy. Eds. Onoda, M. & Young, O.R., pp. 137-142 Singapore: Springer. ISBN 978-981-10-3713-9 10.1007/978-981-10-3713-9_12.

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. 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. et al. (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 et al. (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., Moorthy, I., 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. 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

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. & 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 et al. (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.

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Capellan, S., Ramirez, I., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Subash, A., Moorthy, I., 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., 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.

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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 et al. (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.

Laso Bayas, J.C. ORCID: https://orcid.org/0000-0003-2844-3842, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Sturn, T., Karner, M., Fraisl, D. ORCID: https://orcid.org/0000-0001-7523-7967, Moorthy, I., Subash, A., Georgieva, I., Hager, G. ORCID: https://orcid.org/0000-0003-2259-0278, Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342 et al. (2020). Monitoring of land use change by citizens: The FotoQuest experience. DOI:10.5194/egusphere-egu2020-7870. In: European Geosciences Union (EGU) General Assembly 2020, 4-8 May 2020, Vienna, Austria.

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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.