Items where IIASA Author is "McCallum, Ian"

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Number of items: 234.

Article

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.

Capinha, C., Ceia-Hasse, A., de-Miguel, S., Vila-Viçosa, C., Porto, M., Jarić, I., Tiago, P., Fernández, N., Valdez, J., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 & Pereira, H.M. (2024). Using citizen science data for predicting the timing of ecological phenomena across regions. BioScience, biae041. 10.1093/biosci/biae041.

Moersberger, H., Valdez, J., Martin, J.G.C. ORCID: https://orcid.org/0000-0002-2862-8540, Junker, J., Georgieva, I. ORCID: https://orcid.org/0000-0002-5556-794X, Bauer, S., Beja, P., Breeze, T.D., Fernandez, M., Fernández, N., Brotons, L., Jandt, U., Bruelheide, H., Kissling, W.D., Langer, C., Liquete, C., Lumbierres, M., Solheim, A.L., Maes, J., Morán‐Ordóñez, A. et al. (2024). Biodiversity monitoring in Europe: User and policy needs. Conservation Letters, e13038. 10.1111/conl.13038.

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, 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.

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.

Maus, V. ORCID: https://orcid.org/0000-0002-7385-4723, Giljum, S., da Silva, D.M., Gutschlhofer, J., da Rosa, R.P., Luckeneder, S., Gass, S.L.B., Lieber, M. & McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 (2022). An update on global mining land use. Scientific Data 9 (1), e433. 10.1038/s41597-022-01547-4.

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.

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.

Lehmann, A., Mazzetti, P., Santoro, M., Nativi, S., Masò, J., Serral, I., Spengler, D., Niamir, A., Lacroix, P., Ambrosone, M., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Kussul, N., Patias, P., Rodila, D., Ray, N. & Giuliani, G. (2022). Essential earth observation variables for high-level multi-scale indicators and policies. Environmental Science & Policy 131, 105-117. 10.1016/j.envsci.2021.12.024.

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.

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.

Maus, V. ORCID: https://orcid.org/0000-0002-7385-4723, Giljum, S., Gutschlhofer, J., da Silva, D.M., Probst, M., Gass, S.L.B., Luckeneder, S., Lieber, M. & McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 (2020). A global-scale data set of mining areas. Scientific Data 7 (1) 10.1038/s41597-020-00624-w.

Lehmann, A., Nativi, S., Mazzetti, P., Maso, J., Serral, I., Spengler, S., Niamir, A., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Lacroix, P., Patias, P., Rodila, D., Ray, N. & Giuliani, G. (2020). GEOEssential – mainstreaming workflows from data sources to environment policy indicators with essential variables. International Journal of Digital Earth 13 (2), 322-338. 10.1080/17538947.2019.1585977.

Soudzilovskaia, N.A., van Bodegom, P.M., Terrer Moreno, C., van’t Zelfde, M., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, McCormack, M., Fisher, J.B., Brundrett, M., de Sá, N.C. & Tedersoo, L. (2019). Global mycorrhizal plant distribution linked to terrestrial carbon stocks. Nature Communications 10, e5077. 10.1038/s41467-019-13019-2.

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.

Von Cossel, M., Lewandowski, I., Elbersen, B., Staritsky, I., Van Eupen, M., Iqbal, Y., Mantel, S., Scordia, D., Testa, G., Cosentino, S.L., Maliarenko, O., Eleftheriadis, I., Zanetti, F., Monti, A., Lazdina, D., Neimane, S., Lamy, I., Ciadamidaro, L., Sanz, M., Esteban Carrasco, J. et al. (2019). Marginal Agricultural Land Low-Input Systems for Biomass Production. Energies 12 (16), e3123. 10.3390/en12163123.

Cooper, M.W., Brown, M.E., Hochrainer-Stigler, S., Pflug, G. ORCID: https://orcid.org/0000-0001-8215-3550, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Silva, J. & Zvoleff, A. (2019). Mapping the effects of drought on child stunting. Proceedings of the National Academy of Sciences, e201905228. 10.1073/pnas.1905228116.

Terrer, C., Jackson, R.B., Prentice, I.C., Keenan, T.F., Kaiser, C., Vicca, S., Fisher, J.B., Reich, P. B., Stocker, B.D., Hungate, B.A., Peñuelas, J., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Soudzilovskaia, N.A., Cernusak, L.A., Talhelm, A.F., Van Sundert, K., Piao, S., Newton, P.C.D., Hovenden, M.J., Blumenthal, D.M. et al. (2019). Nitrogen and phosphorus constrain the CO2 fertilization of global plant biomass. Nature Climate Change 9 (9) 10.1038/s41558-019-0545-2.

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.

McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Montzka, C., Bayat, B., Kollet, S., Kolotii, A., Kussul, N., Lavreniuk, M., Lehmann, A., Maso, J., Mazzetti, P., Mosnier, A., Perracchione, E., Putti, M., Santoro, M., Serral, I., Shumilo, L., Spengler, D. & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2019). Developing food, water and energy nexus workflows. International Journal of Digital Earth 13 (2), 299-308. 10.1080/17538947.2019.1626921.

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.

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.

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.

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.

Austin, K.G., Mosnier, A., Pirker, J., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 & Kasibhatla, P.S. (2017). Shifting patterns of oil palm driven deforestation in Indonesia and implications for zero-deforestation commitments. Land Use Policy 69, 41-48. 10.1016/j.landusepol.2017.08.036.

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.

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.

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.

Erb, K-H., Luyssaert, S., Meyfroidt, P., Pongratz, J., Don, A., Kloster, S., Kuemmerle, T., Fetzel, T., Fuchs, R., Herold, M., Haberl, H., Jones, C. D., Marín Spiotta, E., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Robertson, E., Seufert, V., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Valade, A., Wiltshire, A. & Dolman, A.J. (2017). Land management: data availability and process understanding for global change studies. Global Change Biology 23 (2), 512-533. 10.1111/gcb.13443.

Campana, P.E., Leduc, S., Kim, M., Olsson, A., Zhang, J., Liu, J., Kraxner, F., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Li, H. & Yan, J. (2017). Suitable and optimal locations for implementing photovoltaic water pumping systems for grassland irrigation in China. Applied Energy 185 (Part 2), 1879-1889. 10.1016/j.apenergy.2016.01.004.

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.

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

Khatiwada, D., Leduc, S., Silveira, S. & McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 (2016). Optimizing ethanol and bioelectricity production in sugarcane biorefineries in Brazil. Renewable Energy 85, 371-386. 10.1016/j.renene.2015.06.009.

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. & McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 (2016). Crowdsourcing In-Situ Data on Land Cover and Land Use Using Gamification and Mobile Technology. Remote Sensing 8 (11), e905. 10.3390/rs8110905.

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

Campana, P.E., Leduc, S., Kim, M., Liu, J., Kraxner, F., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Li, H. & Yan, J. (2015). Optimal grassland locations for sustainable photovoltaic water pumping systems in China. Energy Procedia 75, 301-307. 10.1016/j.egypro.2015.07.355.

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

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

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

Trapp, N., Schneider, U.A., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Schill, C., Borzacchiello, M.T., Heumesser, C. & Craglia, M. (2015). A meta-analysis on the return on investment of geospatial data and systems: A multi-country perspective. Transactions in GIS 19 (2), 169-187. 10.1111/tgis.12091.

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

Mukhortova, L., Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Shvidenko, A., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 & Kraxner, F. (2015). Soil contribution to carbon budget of Russian forests. Agricultural and Forest Meteorology 200, 97-108. 10.1016/j.agrformet.2014.09.017.

Mosnier, A., Havlik, P. ORCID: https://orcid.org/0000-0001-5551-5085, Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769, Aoki, K., Schmid, E., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 & Leduc, S. (2014). Modeling impact of development trajectories and a global agreement on reducing emissions from deforestation on Congo Basin forests by 2030. Environmental and Resource Economics 57 (4), 505-525. 10.1007/s10640-012-9618-7.

McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Franklin, O. ORCID: https://orcid.org/0000-0002-0376-4140, Moltchanova, E., Merbold, L., Schmullius, C., Shvidenko, A., Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990 & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2013). Improved light and temperature responses for light-use-efficiency-based GPP models. Biogeosciences 10 (10), 6577-6590. 10.5194/bg-10-6577-2013.

Santoro, M., Cartus, O., Fransson, J.E.S., Shvidenko, A., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Hall, R.J., Beaudoin, A., Beer, C. & Schmullius, C. (2013). Estimates of forest growing stock volume for Sweden, Central Siberia, and Quebec using Envisat Advanced Synthetic Aperture Radar backscatter data. Remote Sensing 5 (9), 4503-4532. 10.3390/rs5094503.

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.

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.

Tum, M., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Kindermann, G. ORCID: https://orcid.org/0000-0003-4297-1318, Guenther, K.P. & Schmid, E. (2013). Sustainable bioenergy potentials for Europe and the globe. Geoinformatics and Geostatistics: An Overview S1 10.4172/2327-4581.S1-010.

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

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

Seebach, L., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Kindermann, G. ORCID: https://orcid.org/0000-0003-4297-1318, Leduc, S., Bottcher, H. & Fuss, S. (2012). Choice of forest map has implications for policy analysis: A case study on the EU biofuel target. Environmental Science & Policy 10.1016/j.envsci.2012.04.010.

Tian, Z., Cao, G.-Y., Shi, J., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Cui, L., Fan, D. & Li, X. (2012). Urban transformation of a metropolis and its environmental impacts: A case study in Shanghai. Environmental Science and Pollution Research 19 (5), 1364-1374. 10.1007/s11356-011-0641-y.

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.

Tum, M., Strauss, F., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Guenther, K. & Schmid, E. (2012). How sensitive are estimates of carbon fixation in agricultural models to input data? Carbon Balance and Management 7 (3), 1-13. 10.1186/1750-0680-7-3.

Shvidenko, A.Z., Schepaschenko, D.G. ORCID: https://orcid.org/0000-0002-7814-4990, Vaganov, E.A., Sukhinin, A.S., Maksyutov, S.S. & McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 (2012). Greenhouse gas emissions caused by wildfire in Russia in 1998-2010. Protection of the Atmospheric Air: Atmosphere, 6-12.

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.

Shvidenko, A.Z., Shchepashchenko, D.G. ORCID: https://orcid.org/0000-0002-7814-4990, Vaganov, E.A., Sukhinin, A.I., Maksyutov, S.S., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 & Lakyda, I.P. (2011). Impact of wildfire in Russia between 1998-2010 on ecosystems and the global carbon budget. Doklady Earth Sciences 441 (2), 1678-1682. 10.1134/S1028334X11120075.

Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Shvidenko, A., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2011). A new hybrid land cover dataset for Russia: A methodology for integrating statistics, remote sensing and in situ information. Land Use Science 6 (4), 245-259. 10.1080/1747423X.2010.511681.

Havlik, P. ORCID: https://orcid.org/0000-0001-5551-5085, Schneider, U.A., Schmid, E., Bottcher, H., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Skalsky, R. ORCID: https://orcid.org/0000-0002-0983-6897, Aoki, K., De Cara, S., Kindermann, G. ORCID: https://orcid.org/0000-0003-4297-1318, Kraxner, F., Leduc, S., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Mosnier, A., Sauer, T. & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2011). Global land-use implications of first and second generation biofuel targets. Energy Policy 39 (10), 5690-5702. 10.1016/j.enpol.2010.03.030.

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.

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.

Santoro, M., Beer, C., Cartus, O., Schmullius, C., Shvidenko, A., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Wegmueller, U. & Wiesmann, A. (2011). Retrieval of growing stock volume in boreal forest using hyper-temporal series of Envisat ASAR ScanSAR backscatter measurements. Remote Sensing of Environment 115 (2), 490-507. 10.1016/j.rse.2010.09.018.

Quegan, S., Beer, C., Shvidenko, A., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Handoh, I.C., Peylin, P., Roedenbeck, C., Lucht, W. & Schmullius, C. (2011). Estimating the carbon balance of central Siberia using a landscape-ecosystem approach, atmospheric inversion and Dynamic Global Vegetation Models. Global Change Biology 17 (1), 351-365. 10.1111/j.1365-2486.2010.02275.x.

Shvidenko, A., Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 & Nilsson, S. (2010). Can the uncertainty of full carbon accounting of forest ecosystems be made acceptable to policymakers? Climatic Change 103 (1), 137-157. 10.1007/s10584-010-9918-2.

Leduc, S., Starfelt, F., Dotzauer, E., Kindermann, G. ORCID: https://orcid.org/0000-0003-4297-1318, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 & Lundgren, J. (2010). Optimal location of lignocellulosic ethanol refineries with polygeneration in Sweden. Energy 35 (6), 2709-2716. 10.1016/j.energy.2009.07.018.

McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Wagner, W., Schmullius, C., Shvidenko, A., Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 & Nilsson, S. (2010). Comparison of four global FAPAR datasets over Northern Eurasia for the year 2000. Remote Sensing of Environment 114 (5), 941-949. 10.1016/j.rse.2009.12.009.

Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769, Huettner, M., Kraxner, F., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Aoki, K., Bottcher, H., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Gusti, M., Havlik, P. ORCID: https://orcid.org/0000-0001-5551-5085, Kindermann, G. ORCID: https://orcid.org/0000-0003-4297-1318, Rametsteiner, E. & Reyers, B. (2009). On fair, effective and efficient REDD mechanism design. Carbon Balance and Management 4 (11), 1-11. 10.1186/1750-0680-4-11.

Leduc, S., Natarajan, K., Dotzauer, E., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2009). Optimizing biodiesel production in India. Applied Energy 86 (1), S125-S131. 10.1016/j.apenergy.2009.05.024.

McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Wagner, W., Schmullius, C., Shvidenko, A., Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 & Nilsson, S. (2009). Satellite-based terrestrial production efficiency modeling. Carbon Balance and Management, 1-14. 10.1186/1750-0680-4-8.

Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Schill, C., Perger, C., Grillmayer, R., Achard, F., Kraxner, F. & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2009). Geo-Wiki.Org: The use of crowdsourcing to improve global land cover. Remote Sensing 1 (3), 345-354. 10.3390/rs1030345.

Böttcher, H., Eisbrenner, K., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Kindermann, G. ORCID: https://orcid.org/0000-0003-4297-1318, Kraxner, F., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2009). An assessment of monitoring requirements and costs of 'Reduced Emissions from Deforestation and Degradation'. Carbon Balance and Management 4 (7), 1-14. 10.1186/1750-0680-4-7.

Shvidenko, A.Z., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Sokolov, V.A., Vedrova, E.F., Vtyurina, O.P., Chuprova, V.V. & Schmullius, C. (2009). Aspects of realizing the Kyoto Protocol in Krasnoyarsk Kray. Forest Inventory and Forest Management 1 (41), 116-132.

Kindermann, G. ORCID: https://orcid.org/0000-0003-4297-1318, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2008). A global forest growing stock, biomass and carbon map based on FAO statistics. Silva Fennica 42 (3), 387-396. 10.14214/sf.244.

Rokityanskiy, D., Benitez, P.C., Kraxner, F., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769, Rametsteiner, E. & Yamagata, Y. (2007). Geographically explicit global modeling of land-use change, carbon sequestration, and biomass supply. Technological Forecasting and Social Change 74 (7), 1057-1082. 10.1016/j.techfore.2006.05.022.

Santoro, M., Shvidenko, A., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Askne, J. & Schmullius, C. (2007). Properties of ERS-1/2 coherence in the Siberian boreal forest and implications for stem volume retrieval. Remote Sensing of Environment 106 (2), 154-172. 10.1016/j.rse.2006.08.004.

Nilsson, S., Shvidenko, A., Jonas, M. ORCID: https://orcid.org/0000-0003-1269-4145, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Thomson, A. & Balzter, H. (2007). Uncertainties of a regional terrestrial biota full carbon account: A systems analysis. Water, Air, & Soil Pollution: Focus 10.1007/s11267-006-9119-1.

Kindermann, G. ORCID: https://orcid.org/0000-0003-4297-1318, Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769, Rametsteiner, E. & McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 (2006). Predicting the deforestation-trend under different carbon-prices. Carbon Balance and Management 1 (15), 1-17. 10.1186/1750-0680-1-15.

Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769, Alexandrov, G., Benitez, P.C., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Kraxner, F., Riahi, K. ORCID: https://orcid.org/0000-0001-7193-3498, Rokityanskiy, D. & Yamagata, Y. (2006). Global supply of biomass for energy and carbon sequestration from afforestation/reforestation activities. Mitigation and Adaptation Strategies for Global Change 11 (5), 1003-1021. 10.1007/s11027-006-9031-z.

McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769, Nilsson, S. & Shvidenko, A. (2006). A spatial comparison of four satellite derived 1 km global land cover datasets. International Journal of Applied Earth Observation and Geoinformation 8 (4), 246-255. 10.1016/j.jag.2005.12.002.

Balzter, H., Gerard, F., George, C.T., Rowland, C.S., Jupp, T.E., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Shvidenko, A., Nilsson, S., Sukhinin, A., Onuchin, A. & Schmullius, C. (2005). Impact of the Arctic Oscillation pattern on interannual forest fire variability in Central Siberia. Geophysical Research Letters 32 (14), L14709. 10.1029/2005GL022526.

Stolbovoi, V., Nilsson, S., Shvidenko, A.Z. & McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 (2004). Aggregated estimation of basic parameters of biological production and carbon budget of Russian terrestrial ecosystems: 3. Biogeochemical carbon fluxes. Russian Journal of Ecology 35 (3), 150-155. 10.1023/B:RUSE.0000025964.54981.c7.

Nilsson, S., Vaganov, E.A., Shvidenko, A., Stolbovoi, V., Rozhkov, V.A., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 & Jonas, M. ORCID: https://orcid.org/0000-0003-1269-4145 (2003). Carbon budget of vegetation ecosystems of Russia. Doklady Earth Sciences, 1281-1283.

Nilsson, S., Jonas, M. ORCID: https://orcid.org/0000-0003-1269-4145, Stolbovoi, V., Shvidenko, A., Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 & McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 (2003). The missing "missing sink". The Forestry Chronicle 79 (6), 1071-1074.

Kajii, Y., Shungo, K., Streets, D., Tasai, N.Y., Shvidenko, A., Nilsson, S., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Minko, N.P., Abushenko, N., Altyntsev, D. & Khodzer, T.V. (2002). Boreal forest fires in Siberia in 1998: Estimation of area burned and emissions of pollutants by advanced very high resolution radiometer satellite data. Journal of Geophysical Research: Atmospheres 107 (D24), p. 4745. 10.1029/2001JD001078.

Book Section

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.

Mechler, R. ORCID: https://orcid.org/0000-0003-2239-1578, Calliari, E., Bouwer, L., Schinko, T. ORCID: https://orcid.org/0000-0003-1156-7574, Surminski, S., Linnerooth-Bayer, J., Aerts, J., Botzen, W., Boyd, E., Deckard, N., Fuglestvedt, J.S., González-Eguino, M., Haasnoot, M., Handmer, J., Haque, M., Heslin, A., Hochrainer-Stigler, S., Huggel, C., Huq, S., James, R. et al. (2018). Science for Loss and Damage. Findings and Propositions. In: Loss and Damage from Climate Change. Eds. Mechler, R. ORCID: https://orcid.org/0000-0003-2239-1578, Bouwer, L., Schinko, T. ORCID: https://orcid.org/0000-0003-1156-7574, Surminski, S. & Linnerooth-Bayer, J., pp. 3-37 Cham, Switzerland: Springer. ISBN 978-3-319-72025-8 10.1007/978-3-319-72026-5_1.

Khabarov, N. ORCID: https://orcid.org/0000-0001-5372-4668, Krasovskii, A. ORCID: https://orcid.org/0000-0003-0940-9366, Schwartz, A., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2018). Socioeconomic Value of Hydrometeorological Information in Austria. In: GEOvalue: The Socioeconomic Value of Geospatial Information. Eds. Kruse, J., Crompvoets, J. & Pearlman, F., CRC Press. ISBN 978-1-4987-7451-2

Mechler, R. ORCID: https://orcid.org/0000-0003-2239-1578, McQuistan, C., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Liu, W. ORCID: https://orcid.org/0000-0003-3646-3456, Keating, A., Magnuszewski, P., Schinko, T. ORCID: https://orcid.org/0000-0003-1156-7574, Laurien, F. ORCID: https://orcid.org/0000-0001-7329-5864 & Hochrainer-Stigler, S. (2018). Supporting Climate Risk Management at Scale. Insights from the Zurich Flood Resilience Alliance Partnership Model Applied in Peru & Nepal. In: Loss and Damage from Climate Change. Eds. Mechler, R. ORCID: https://orcid.org/0000-0003-2239-1578, Bouwer, L., Schinko, T. ORCID: https://orcid.org/0000-0003-1156-7574, Surminski, S. & Linnerooth-Bayer, J., pp. 393-424 Cham, Switzerland: Springer. ISBN 978-3-319-72025-8 10.1007/978-3-319-72026-5_17.

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., Khabarov, N. ORCID: https://orcid.org/0000-0001-5372-4668, Koch, B., Kraxner, F., Kuik, O.J., Leduc, S., Liu, J., Lucht, W., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Mechler, R. ORCID: https://orcid.org/0000-0003-2239-1578, Moltchanova, E. 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.

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

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

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

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

Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Williams, M., Kraxner, F. & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2014). Global Earth Observation System of Systems (GEOSS). In: Encyclopedia of Remote Sensing. Eds. Njoku, E.G., New York: Springer-Verlag. ISBN 978-0-387-36699-9

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.

Gordov, E.P., Bryant, K., Bulygina, O.N., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Kraxner, F., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769, Schepaschenko, D.G. ORCID: https://orcid.org/0000-0002-7814-4990 & Shvidenko, A.Z. (2013). Development of information-computational infrastructure for environmental research in Siberia as a baseline component of NEESPI studies. In: Regional Environmental Changes in Siberia and their Global Consequences. Eds. Groisman, PY & Gutman, G, pp. 19-55 Springer. 10.1007/978-94-007-4569-8_2.

Shvidenko, A.Z., Gustafson, E., McGuire, A.D., Kharuk, V.I., Schepaschenko, D.G. ORCID: https://orcid.org/0000-0002-7814-4990, Shugart, H.H., Tchebakova, N.M., Vygodskaya, N.N., Hayes, D.J. & McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 (2013). Terrestrial ecosystems and their change. In: Regional Environmental Changes in Siberia and their Global Consequences. Eds. Groisman, PY & Gutman, G, pp. 171-249 Springer. 10.1007/978-94-007-4569-8_6.

Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769, Rydzak, F., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 & McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 (2012). Valuing the potential impacts of GEOSS: A systems dynamics approach. 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_4.

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.

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.

Shvidenko, A., Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 & Nilsson, S. (2011). Can the uncertainty of full carbon accounting of forest ecosystems be made acceptable to policymakers? In: Greenhouse Gas Inventories: Dealing With Uncertainty. Eds. White, T, Jonas, M ORCID: https://orcid.org/0000-0003-1269-4145, Nahorski, Z & Nilsson, S, Dordrecht: Springer. 10.1007/978-94-007-1670-4_9.

Kidd, R.A., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 & Halle, W. (2010). The benefit of high resolution aerial imagery for topographic mapping and disaster recovery: Lessons learnt from the 2004 Indonesian tsunami. In: Geoinformation for Disaster and Risk Management - Examples and Best Practices. Eds. Boccardo,, O. Altan, R. Backhaus, P. & Zlatanova, S., Copenhagen: JB GIS.

Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769, Rametsteiner, E., Kraxner, F., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Aoki, K., Bottcher, H., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Gusti, M., Havlik, P. ORCID: https://orcid.org/0000-0001-5551-5085, Kindermann, G. ORCID: https://orcid.org/0000-0003-4297-1318 & Reyers, B. (2010). Towards a sound REDD. In: Deforestation and Climate Change: Reducing Carbon Emissions from Deforestation and Forest Degradation. Eds. Bosetti, V. & Lubowski, R., Cheltenham: Edward Elgar. ISBN 9781848448247

Nilsson, S., Shvidenko, A., Jonas, M. ORCID: https://orcid.org/0000-0003-1269-4145, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Thomson, A. & Balzter, H. (2007). Uncertainties of a regional terrestrial biota full carbon account: a systems analysis. In: Accounting for Climate Change. pp. 5-21 Dordrecht, The Netherlands: Springer. ISBN 978-1-4020-5929-2 10.1007/978-1-4020-5930-8_2.

Benitez, P.C., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 & Yamagata, Y. (2007). The economics of tree-planting for carbon mitigation: A global assessment. In: Regional Externalities. Eds. Heijman, W., pp.307-321: Springer Berlin Heidelberg. 0.1007/978-3-540-35484-0_15.

Shvidenko, A., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 & Nilsson, S. (2005). Forest and woodlands systems. In: Ecosystems and Human Well-being: Current State and Trends. Eds. Hassan, R., Scholes, R. & Ash, N., Washington: Island Press.

Monograph

Moersberger, H., Martin, J.G.C. ORCID: https://orcid.org/0000-0002-2862-8540, Valdez, J., Junker, J., Georgieva, I. ORCID: https://orcid.org/0000-0002-5556-794X, Bauer, S., Beja, P., Breeze, T., Brotons, L., Bruelheide, H., Fernández, N., Fernandez, M., Jandt, U., Langer, C., Solheim, A.L., Maes, J., Moreira, F., Pe'er, G., Santana, J., Shamoun-Baranes, J. et al. (2023). The future of biodiversity monitoring in Europe. IIASA Policy Brief. Laxenburg, Austria: PB-37

Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Tsendbazar, N., Herold, M., Pekel, J.-F., Buchhorn, M., Smets, B. & Van De Kerchove, R. (2017). Evaluation of ESA CCI prototype land cover map at 20m. IIASA Working Paper. IIASA, Laxenburg, Austria: WP-17-021

Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769, Huettner, M., Kraxner, F., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Aoki, K., Böttcher, H., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Gusti, M., Havlik, P. ORCID: https://orcid.org/0000-0001-5551-5085, Kindermann, G. ORCID: https://orcid.org/0000-0003-4297-1318, Rametsteiner, E. & Reyers, B. (2009). Reducing Emissions from Deforestation and Forest Degradation: A Systematic Approach. IIASA Policy Brief. Laxenburg, Austria: PB-08

Kidd, R., 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 (2009). GEO Information For Disaster Recovery -- Case Study: The Use of Orthophotos in Aceh, Indonesia. IIASA Interim Report. IIASA, Laxenburg, Austria: IR-09-011

McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Kidd, R., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Kraxner, F. & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2008). Banda Aceh-The Value of Earth Observation Data in Disaster Recovery and Reconstruction: A Case Study. IIASA Interim Report. IIASA, Laxenburg, Austria: IR-08-048

Benitez, P.C., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 & Yamagata, Y. (2004). Global Supply for Carbon Sequestration: Identifying Least-Cost Afforestation Sites Under Country Risk Consideration. IIASA Interim Report. IIASA, Laxenburg, Austria: IR-04-022

Sakhatsky, A.I., Khodorovsky, A.Ya., Bujanova, I.J. & McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 (2002). Classification of Space Images for Forest State Identification Within the Siberia Region: Part 1. IIASA Interim Report. IIASA, Laxenburg, Austria: IR-02-029

Conference or Workshop Item

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

See, L. ORCID: https://orcid.org/0000-0002-2665-7065, 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.

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.

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.

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

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

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

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.

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.

Laurien, F. ORCID: https://orcid.org/0000-0001-7329-5864, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Velev, S. & Mechler, R. ORCID: https://orcid.org/0000-0003-2239-1578 (2022). Resilience service technologies for identifying climate change adaptation gaps: The flood resilience dashboard. 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.

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.

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.

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Data

Maus, V. ORCID: https://orcid.org/0000-0002-7385-4723, da Silva, D., Gutschlhofer, J., da Rosa, R., Giljum, S., Gass, S.L.B, Luckeneder, S., Lieber, M. & McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 (2022). Global-scale mining polygons (Version 2). 10.1594/PANGAEA.942325.

McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 (2022). irmccallum/well-being: Initial Release. 10.5281/zenodo.6105988.

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.

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.

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

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

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

Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, See, Linda ORCID: https://orcid.org/0000-0002-2665-7065, Perger, C., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Schill, C., Shchepashchenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Duerauer, M., Karner, M., Dresel, C., Laso Bayas, J.C. ORCID: https://orcid.org/0000-0003-2844-3842, Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, Moorthy, I., Salk, C., Danylo, O., Sturn, T., Albrecht, F., You, L., Kraxner, F. & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2012). A global dataset of crowdsourced land cover and land use reference data (2011-2012).

Teaching Resource

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

Other

Popova, G., Liquete, C., Bormpoudakis, D., Maes, J., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Kissling, W., Brotons, L., Breeze, T., Moran, A., Lumbierres, M., Friedrich, L., Herrando, S., Lyche Solheim, A., Fernandez, M., Fernández, N., Hirsch, T., Carvalho, L., Vihervaara, P., Junker, J., Georgieva, I. ORCID: https://orcid.org/0000-0002-5556-794X et al. (2024). D2.3 EuropaBON Proposal for an EU Biodiversity Observation Coordination Centre (EBOCC). ARPHA Preprints 10.3897/arphapreprints.e128042.

Moersberger, H., Martin, J.G.C. ORCID: https://orcid.org/0000-0002-2862-8540, Junker, J., Georgieva, I. ORCID: https://orcid.org/0000-0002-5556-794X, Maes, J., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Pereira, H.M. & Bonn, A. (2023). National survey to co-design the Europa Biodiversity Observation Network (EuropaBON). ARPHA Preprints 10.3897/arphapreprints.e104251.

Moersberger, H., Martin, J.G.C. ORCID: https://orcid.org/0000-0002-2862-8540, Junker, J., Georgieva, I. ORCID: https://orcid.org/0000-0002-5556-794X, Maes, J., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Pereira, H.M. & Bonn, A. (2023). European survey to co-design the Europa Biodiversity Observation Network (EuropaBON). ARPHA Preprints 10.3897/arphapreprints.e104168.

Breeze, T., Fernandez, M., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Morán-Ordóñez, A., Pereira, H. & Junker, J. (2023). D3.4 Cost-effectiveness analysis of monitoring schemes. ARPHA Preprints 10.3897/arphapreprints.e105599.

Moersberger, H., Martin, J.G.C. ORCID: https://orcid.org/0000-0002-2862-8540, Junker, J., Georgieva, I. ORCID: https://orcid.org/0000-0002-5556-794X, Bauer, S., Beja, P., Breeze, T., Brotons, L., Bruelheide, H., Fernández, N., Fernandez, M., Jandt, U., Langer, C., Lyche Solheim, A., Maes, J., Moreira, F., Pe'er, G., Santana, J., Shamoun-Baranes, J., Smets, B. et al. (2022). Europa Biodiversity Observation Network: User and Policy Needs Assessment. EuropaBON/German Centre of Biodiversity Research (iDiv) , Leipzig. 10.3897/arphapreprints.e84517.

Dontenville, A., Sembres, T. & Fountain, A.C. (2022). Transparency and accountability. Towards building trust in the cocoa sector’s sustainability efforts. Cocoa Barometer Consortium

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

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

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

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

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

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

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

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

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

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

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

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

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

Shchepashchenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Mukhortova, L., Shvidenko, A. & McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 (2011). Heterotrophic soil respiration in Russia. AGU Fall Meeting 2011, Abstract GC41C-0821 (December 2011)

Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Shchepashchenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Perger, C., Schill, C., Baccini, A., Gallaun, H., Kindermann, G. ORCID: https://orcid.org/0000-0003-4297-1318, Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769, Santoro, M., Schmullius, C. & Shvidenko, A. (2011). Observing terrestrial biomass globally: http://biomass.geo-wiki.org. AGU Fall Meeting 2011, Abstract B51C-0404 (December 2011)

Shvidenko, A., Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990 & McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 (2011). Productivity of Russian forests during recent decades (1960-2010s). [[Geophysical Research Abstracts]]; 12:EGU2011-11686 (April 2011)

McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Schill, C., Perger, C., Achard, F., Grillmayer, R., Koch, B., Kraxner, F., Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 & Quinten, M. (2010). Geo-Wiki.org: Harnessing the power of volunteers, the Internet and Google Earth to collect and validate global spatial information. [[Earthzine]], posted on 1 February 2010 in Articles, Earth Observation, Technology

Shvidenko, A., Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Kraxner, F., Nilsson, S. & Maksyutov, S. (2009). Verified terrestrial ecosystems full carbon account for Russia: A reanalysis (Abstract). In: [[8th International Carbon Dioxide Conference]], 13-19 September 2009, Jena, Germany

Shvidenko, A., Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 & Sukhinin, A. (2009). Impacts of vegetation fire in Russia on global carbon cycles in the past five years (Abstract). In: [[International Conference on Computational Information Technologies for Environmental Science - CITES-2009]], 11-15 July 2009, Krasnoyarsk, Russia p.80

Shvidenko, A., Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Nilsson, S. & Sukhinin, A. (2009). Carbon and nitrogen emissions due to vegetation fire in Russia in 2004-2008 (Abstract). [[Geophysical Research Abstracts]], 11:EGU2009-6906

Bartsch, A., Naeimi, V., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Shvidenko, A. & Wagner, W. (2009). Spring snowmelt variability in northern Eurasia 2000-2007 (Abstract). [[Geophysical Research Abstracts]], 11:EGU2009-9325

Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Schill, C., Perger, C., Kraxner, F. & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2009). Towards a geospatial Wikipedia (Abstract). [[Geophysical Research Abstracts]], 11:EGU2009-6977

Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Shvidenko, A., Kraxner, F. & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2009). A hybrid Land Cover Dataset for Russia: A new methodology for merging statistics, remote sensing and in-situ information (Abstract). [[Geophysical Research Abstracts]], 11:EGU2009-6977

Nilsson, S., Shvidenko, A. & McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 (2007). Carbon Dynamics in Ecosystems of Coniferous Forests of Siberia. Final Report; submitted to the Austrian Exchange Service (OeAD) [2007]

Shvidenko, A., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 & Shchepashchenko, D.G. ORCID: https://orcid.org/0000-0002-7814-4990 (2007). Land Cover and Biological Productivity of Terrestrial Ecosystems of West Siberia. Final Report; submitted to Global Environmental Forum (GEF), Japan [2007]

Shvidenko, A., Shchepashchenko, D.G. ORCID: https://orcid.org/0000-0002-7814-4990, McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988 & Nilsson, S. (2007). Russian Forests and Forestry. IIASA and The Russian Academy of Sciences, Laxenburg, Austria (CD-ROM) [2007]

Benitez, P.C., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 & Yamagata, Y. (2005). Global Potential for Carbon Sequestration: Geographical Distribution, Country Risk and Policy Implications. Working Paper 2005-18; Resource and Evironmental Economics and Policy Analysis (REPA), Dept. of Economics, University of Victoria, Canada (2005)

Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769, Benitez, P.C., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Lexer, M.J., Nilsson, S., Schlamadinger, B., Sohngen, B. & Yamagata, Y. (2005). The Role of Forests in Carbon Cycles, Sequestration, and Storage. IUFRO Newsletter No. 3 - 2005, 5 p. [2005]

Schmullius, C., Santoro, M., Balzter, H., Bartsch, A., Beer, C., Cramer, W., Lehmann, E., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Nilsson, S. & Shvidenko, A. (2005). SIBERIA-II Final Report. Contract Number EVG1-CT-2001-00048, EC Deliverable: EC17, Reporting Period 1.1.2002-30.09.2005, October 2005, 69 p [2005] , IIASA, Laxenburg, Austria.

Schmullius, C., Baker, J.S., Balzter, H., Davidson, M., Eriksson, L., Gaveau, D., Gluck, M., Holz, A., Luckman, A., Marschalk, U., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Nilsson, S., Oeskog, A., Quegan, S., Rauste, Y., Roth, A. & Shvidenko, A. (2001). SIBERIA Final Report. EC Center for Earth Observation, Project Reports, Contract No. ENV4-CT97-0743-SIBERIA

This list was generated on Mon Oct 21 22:07:37 2024 UTC.