Items where IIASA Author is "See, Linda"

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.

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.

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.

Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Shchepashchenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Pérez Guzmán, K. ORCID: https://orcid.org/0000-0001-5189-6570, Laso Bayas, J.C. ORCID: https://orcid.org/0000-0003-2844-3842, Shchepashchenko, M., Georgieva, I. ORCID: https://orcid.org/0000-0002-5556-794X, Collivignarelli, F., Meroni, M., Kerdiles, H., Rembold, F. & McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 (2024). A new global hybrid map of annual herbaceous cropland at a 500 m resolution for the year 2019. Environmental Research Letters 19 (8), e084025. 10.1088/1748-9326/ad6a71.

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.

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

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.

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.

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.

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.

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.

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.

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., 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.

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. 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.

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.

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.

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.

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.

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.

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.

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

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.

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.

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.

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. ORCID: https://orcid.org/0000-0002-5556-794X, Domian, D., Fraisl, D. ORCID: https://orcid.org/0000-0001-7523-7967, Hager, G. ORCID: https://orcid.org/0000-0003-2259-0278, Karanam, S., Moorthy, I., Sturn, T., Subash, A. & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (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. ORCID: https://orcid.org/0000-0002-5556-794X, Jung, M., 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. ORCID: https://orcid.org/0000-0001-6431-2212, Tikhonova, E., Kim, M., Di Fulvio, F. ORCID: https://orcid.org/0000-0002-7317-6360 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., Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, Baugh, K., Elvidge, C.D., Hofer, M. ORCID: https://orcid.org/0000-0002-2867-8943 & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2022). Estimating global economic well-being with unlit settlements. Nature Communications 13, e2459. 10.1038/s41467-022-30099-9.

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.

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. ORCID: https://orcid.org/0000-0002-5556-794X, Danylo, O., Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342 & McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 (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. 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.

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.

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.

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.

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.

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.

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.

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.

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.

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

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.

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., 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.

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.

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

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., 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.

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.

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

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., 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.

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.

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., 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)

Moorthy, I., 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., 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.

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., 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., 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., 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.

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. In: ECSA Conference, September 2020.

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.

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)

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.

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., 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.

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., 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)

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.

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., 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.

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. ORCID: https://orcid.org/0000-0002-5556-794X, Hager, G. ORCID: https://orcid.org/0000-0003-2259-0278, Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, Hadi, H., Danylo, O., Karanam, S., Dürauer, M., Dahlia, D., Shchepashchenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (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.

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., 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.

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.

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.

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.

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.

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.

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.

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., Prat, E., Tsertou, A., Tsiakos, V. et al. (2020). Citizen Science Projects: How to make a difference (MOOC). [Teaching Resource]

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.

van Dijk, M. ORCID: https://orcid.org/0000-0002-5207-7304, 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., 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

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.

Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Sturn, T., Karner, M., Moorthy, I., 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., 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.

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.

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.

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., 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.

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., 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.

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.

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.

Moorthy, I., 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.

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.

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.

Laso Bayas, J.C. ORCID: https://orcid.org/0000-0003-2844-3842, Moorthy, I., 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., 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. (2018). Citizen Science & SDGs: Opportunities, Challenges, Recommendations. In: Eye on Earth Summit, 22-24 October 2018, Mina A'Salam, Madinat Jumeriah, Dubai.

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.

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., 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., 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.

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. 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

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.

Moorthy, I., 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.

Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Laso Bayas, J.C. ORCID: https://orcid.org/0000-0003-2844-3842, Dürauer, M., Domian, D., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Danylo, O., Perger, C., Karner, M., Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Moorthy, I., Fraisl, D. ORCID: https://orcid.org/0000-0001-7523-7967 & Sturn, T. (2018). Global Field Sizes Dataset for Ecosystems Modeling. In: European Geosciences Union General Assembly 2018, 9-13 April 2018, Vienna, Austria.

Moorthy, I., 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.

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. & 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., 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., 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.

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.

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.

Moorthy, I., 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, Perger, C., Dürauer, M., Dresel, C., Sturn, T., Karner, M., Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, Danylo, O., Laso Bayas, J.C. ORCID: https://orcid.org/0000-0003-2844-3842, Salk, C., Maus, V. ORCID: https://orcid.org/0000-0002-7385-4723, Fraisl, D. ORCID: https://orcid.org/0000-0001-7523-7967, Domian, D. & Mathieu, P.P. (2017). Crowd-driven tools for the calibration and validation of Earth Observation products. In: Earth Observation Open Science 2017 Conference, 25-28 September 2017, Frascati, Italy.

Aleksandrov, M., Batic, M., Milcinski, G., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Perger, C., Moorthy, I. & 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.

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.

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, Moorthy, I. & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (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., 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.

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.

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., 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.

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.

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.

Moorthy, I., 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.

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.

Danylo, O., Sturn, T., Giovando, C., Moorthy, I., 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.

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.

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.

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.