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Article

Santoro, M., Cartus, O., Quegan, S., Kay, H., Lucas, R.M., Araza, A., Herold, M., Labrière, N., Chave, J., Rosenqvist, Å., Tadono, T., Kobayashi, K., Kellndorfer, J., Avitabile, V., Brown, H., Carreiras, J., Campbell, M.J., Cavlovic, J., Bispo, P.d.C., Gilani, H. et al. (2024). Design and performance of the Climate Change Initiative Biomass global retrieval algorithm. Science of Remote Sensing 10, e100169. 10.1016/j.srs.2024.100169.

Araza, A., Herold, M., de Bruin, S., Ciais, P., Gibbs, D.A., Harris, N., Santoro, M., Wigneron, J.-P., Yang, H., Málaga, N., Nesha, K., Rodriguez-Veiga, P., Brovkina, O., Brown, H.C.A., Chanev, M., Dimitrov, Z., Filchev, L., Fridman, J., García, M., Gikov, A. et al. (2023). Past decade above-ground biomass change comparisons from four multi-temporal global maps. International Journal of Applied Earth Observation and Geoinformation 118, e103274. 10.1016/j.jag.2023.103274.

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.

Araza, A., de Bruin, S., Herold, M., Quegan, S., Labriere, N., Rodriguez-Veiga, P., Avitabile, V., Santoro, M., Mitchard, E.T.A., Ryan, C.M., Phillips, O.L., Willcock, S., Verbeeck, H., Carreiras, J., Hein, L., Schelhaas, M.-J., Pacheco-Pascagaza, A.M., da Conceição Bispo, P., Laurin, G.V., Vieilledent, G. et al. (2022). A comprehensive framework for assessing the accuracy and uncertainty of global above-ground biomass maps. Remote Sensing of Environment 272, e112917. 10.1016/j.rse.2022.112917.

Huang, Y., Ciais, P., Santoro, M., Makowski, D., Chave, J., Shchepashchenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Abramoff, R.Z., Goll, D.S., Yang, H., Chen, Y., Wei, Wei & Piao, Shilong (2021). A global map of root biomass across the world's forests. Earth System Science Data 13 (9), 4263-4274. 10.5194/essd-13-4263-2021.

Santoro, M., Cartus, O., Carvalhais, N., Rozendaal, D.M.A., Avitabile, V., Araza, A., de Bruin, S., Herold, M., Quegan, S., Rodríguez-Veiga, P., Balzter, H., Carreiras, J., Shchepashchenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Korets, M., Shimada, M., Itoh, T., Moreno Martínez, Á., Cavlovic, J., Cazzolla Gatti, R., da Conceição Bispo, P. et al. (2021). The global forest above-ground biomass pool for 2010 estimated from high-resolution satellite observations. Earth System Science Data 13 (8), 3927-3950. 10.5194/essd-13-3927-2021.

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.

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.

Santoro, M., Beaudoin, A., Beer, C., Cartus, O., Fransson, J.E.S., Hall, R.J., Schmullius, C., Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Shvidenko, A., Thurner, M. & Wegmueller, U. (2015). Forest growing stock volume of the northern hemisphere: Spatially explicit estimates for 2010 derived from Envisat ASAR. Remote Sensing of Environment 168, 316-334. 10.1016/j.rse.2015.07.005.

Thurner, M., Beer, C., Santoro, M., Carvalhais, N., Wutzler, T., Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Shvidenko, A., Kompter, E., Ahrens, B., Levick, S.R. & Schmullius, C. (2014). Carbon stock and density of northern boreal and temperate forests. Global Ecology and Biogeography 23 (3), 297-310. 10.1111/geb.12125.

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.

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.

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.

Conference or Workshop Item

Santoro, M., Beer, C., Cartus, O., Schmullius, C., Shvidenko, A., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Wegmueller, U. & Wiesmann, A. (2010). The BIOMASAR algorithm: An approach for retrieval of forest growing stock volume using stacks of multi-temporal SAR data. In: Proceedings of ESA Living Planet Symposium, 28 June-2 July 2010.

Santoro, M., Beer, C., Shvidenko, A., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Wegmueller, U., Wiesmann, A. & Schmullius, C. (2007). Comparison of forest biomass estimates in Siberia using spaceborne SAR, inventory-based information and the LPJ dynamic global vegetation model. In: ESA ENVISAT Symposium, 23-27 April 2007.

Santoro, M., Shvidenko, A., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Askne, J. & Schmullius, C. (2005). Analysis of large area ERS-1/2 coherence signatures of boreal forests and implications for retrieval of stem volume. In: 9th International Symposium on Physical Measurements and Signatures in Remote Sensing (ISPMSRS), Proceedings, 17-19 October 2005.

Book

Barredo, J.I., Bastrup-Birk, A., Teller, A., Onaindia, M., de Manuel, B.F., Madariaga, I., Rodríguez-Loinaz, G., Pinho, P., Nunes, A., Ramos, A., Batista, M., Mimo, S., Cordovil, C., Branquinho, C., Grêt-Regamey, A., Bebi, P., Brunner, S.H., Weibel, B., Kopperoinen, L., Itkonen, P. et al. (2015). Mapping and Assessment of forest Ecosystem and Their Services. Applications and guidance for decision making in the framework of MAES. Ispra, Italy: Joint Research Centre, The European Commission. ISBN 978-92-79-55331-8

Data

Zanaga, D., Van De Kerchove, R., Daems, D., De Keersmaecker, W., Brockmann, C., Kirches, G., Wevers, J., Cartus, O., Santoro, M., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, Herold, M., Tsendbazar, N.-E., Xu, P., Ramoino, F. & Arino, O. (2022). ESA WorldCover 10 m 2021 v200. 10.5281/zenodo.7254221.

Zanaga, D., Van De Kerchove, R., De Keersmaecker, W., Souverijns, N., Brockmann, C., Quast, R., Wevers, J., Grosu, A., Paccini, A., Vergnaud, S., Cartus, O., Santoro, M., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Georgieva, I. ORCID: https://orcid.org/0000-0002-5556-794X, Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, Carter, S., Herold, M., Li, L., Tsendbazar, N.-E., Ramoino, F. et al. (2021). ESA WorldCover 10 m 2020 v100. 10.5281/zenodo.5571936.

Other

Thurner, M., Beer, C., Santoro, M., Carvalhais, N., Wutzler, T., Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Shvidenko, A. & Kompter, E. (2013). Derivation of a northern-hemispheric biomass map for use in global carbon cycle models. [[Geophysical Research Abstracts]], 15:EGU2013-9784

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

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)

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.