Publikationen
2025 (16)
- Fan, D., Zhao, T., Jiang, X., García-García, A., Schmidt, T., Samaniego, L., Attinger, S., Wu, H., Jiang, Y., Shi, J., Fan, L., Tang, B.-H., Wagner, W., Dorigo, W., Gruber, A., Mattia, F., Balenzano, A., Brocca, L., Jagdhuber, T., Wigneron, J.-P., Montzka, C., Peng, J. (2025):
A Sentinel-1 SAR-based global 1-km resolution soil moisture data product: Algorithm and preliminary assessment
Remote Sens. Environ. 318 , art. 114579 10.1016/j.rse.2024.114579 - Fan, D., Zhao, T., Jiang, X., García-García, A., Schmidt, T., Samaniego, L., Attinger, S., Wu, H., Jiang, Y., Shi, J., Fan, L., Tang, B., Wagner, W., Dorigo, W., Gruber, A., Mattia, F., Balenzano, A., Brocca, L., Jagdhuber, T., Wigneron, J.-P., Montzka, C., Peng, J. (2025):
A global soil moisture product at 1 km resolution based on Sentinel-1 (2016-2022) [dataset]
PANGAEA 10.1594/PANGAEA.968754 - Guo, W., Huang, S., Liu, L., Leng, G., Huang, Q., Chen, D., Li, J., Li, P., Wang, Y., Zhu, X., Peng, J. (2025):
Global critical drought thresholds of terrestrial carbon sink–source transition
Glob. Change Biol. 31 (3), e70129 10.1111/gcb.70129 - Iakunin, M., Goss, R., Doktor, D. (2025):
Grassland management and phenology affect trait retrieval accuracy from remote sensing observations - field campaign dataset
Zenodo 10.5281/zenodo.14777369 - Iakunin, M., Taubert, F., Goss, R., Sasso, S., Feilhauer, H., Doktor, D. (2025):
Grassland management and phenology affect trait retrieval accuracy from remote sensing observations
Ecol. Inform. 87 , art. 103068 10.1016/j.ecoinf.2025.103068 - Ji, C., Fincke, T., Benson, V., Camps-Valls, G., Fernández-Torres, M.-Á., Gans, F., Kraemer, G., Martinuzzi, F., Montero, D., Mora, K., Pellicer-Valero, O.J., Robin, C., Söchting, M., Weynants, M., Mahecha, M.D. (2025):
DeepExtremeCubes: Earth system spatio-temporal data for assessing compound heatwave and drought impacts
Sci. Data 12 , art. 149 10.1038/s41597-025-04447-5 - Li, C., Zhang, D., Zhang, S., Wen, Y., Wang, W., Chen, Y., Peng, J. (2025):
Atmospheric vapor pressure deficit outweighs soil moisture deficit in controlling global ecosystem water use efficiency
J. Geophys. Res.-Biogeosci. 130 (3), e2024JG008605 10.1029/2024JG008605 - Mederer, D., Feilhauer, H., Cherif, E., Berger, K., Hank, T.B., Kovach, K.R., Dao, P.D., Lu, B., Townsend, P.A., Kattenborn, T. (2025):
Plant trait retrieval from hyperspectral data: Collective efforts in scientific data curation outperform simulated data derived from the PROSAIL model
ISPRS Open Journal of Photogrammetry and Remote Sensing 15 , art. 100080 10.1016/j.ophoto.2024.100080 - Miralles, D.G., Vilà-Guerau de Arellano, J., McVicar, T.R., Mahecha, M.D. (2025):
Vegetation–climate feedbacks across scales
Ann. N.Y. Acad. Sci. 1544 (1), 27 - 41 10.1111/nyas.15286 - Reichmuth, A., Kühn, I., Schmidt, A., Doktor, D. (2025):
Forested Natura 2000 sites under climate change: effects of tree species distribution shifts
Web Ecol. 25 (1), 59 - 89 10.5194/we-25-59-2025 - Reichmuth, A., Rakovec, O., Boeing, F., Müller, S., Samaniego, L., Marx, A., Komischke, H., Schmidt, A., Doktor, D. (2025):
BioVars - A bioclimatic dataset for Europe based on a large regional climate ensemble for periods in 1971–2098
Sci. Data 12 , art. 217 10.1038/s41597-025-04507-w - Wang, Y., Huang, S., Singh, V.P., Shi, H., Leng, G., Huang, Q., Luo, J., Zheng, X., Peng, J. (2025):
Meteorological drought predictability dynamics and possible driving mechanisms in a changing environment in the Loess Plateau, China
Atmos. Res. 315 , art. 107842 10.1016/j.atmosres.2024.107842 - Xing, Z., Zhao, L., Fan, L., De Lannoy, G., Bai, X., Liu, X., Peng, J., Frappart, F., Yang, K., Li, X., Zhou, Z., Li, X., Zeng, J., Zou, D., Du, E., Wang, C., Wang, L., Li, Z., Wigneron, J.-P. (2025):
Retrieval of 1 km surface soil moisture from Sentinel-1 over bare soil and grassland on the Qinghai-Tibetan Plateau
Remote Sens. Environ. 318 , art. 114563 10.1016/j.rse.2024.114563 - Yao, L., Leng, G., Yu, L., Li, H., Tang, Q., Python, A., Hall, J.W., Liao, X., Li, J., Qiu, J., Quaas, J., Huang, S., Jin, Y., Zscheischler, J., Peng, J. (2025):
Emergent constraints on global soil moisture projections under climate change
Commun. Earth Environ. 6 , art. 39 10.1038/s43247-025-02024-7 - Zhang, S., Arhonditsis, G.B., Ji, Y., Bryan, B.A., Peng, J., Zhang, Y., Gao, J., Zhang, J., Cho, K.H., Huang, J. (2025):
Climate change promotes harmful algal blooms in China's lakes and reservoirs despite significant nutrient control efforts
Water Res. 277 , art. 123307 10.1016/j.watres.2025.123307 - Zhu, X., Huang, S., Singh, V.P., Huang, Q., Zhang, H., Leng, G., Gao, L., Li, P., Guo, W., Peng, J. (2025):
Terrestrial ecosystem resilience to drought stress and driving mechanisms thereof in the Yellow River Basin, China
J. Hydrol. 649 , art. 132480 10.1016/j.jhydrol.2024.132480
2024 (60)
- Chabrillat, S., Foerster, S., Segl, K., Beamish, A., Brell, M., Asadzadeh, S., Milewski, R., Feilhauer, H., Betz, M., et al. (2024):
The EnMAP spaceborne imaging spectroscopy mission: Initial scientific results two years after launch
Remote Sens. Environ. 315 , art. 114379 10.1016/j.rse.2024.114379 - Cui, J., Ding, J., Liang, X., Wei, Z., Li, S., Peng, J., Poyatos, R., Wang, T., Piao, S. (2024):
Observational constraints and attribution of global plant transpiration changes over the past four decades
Geophys. Res. Lett. 51 (11), e2024GL108302 10.1029/2024GL108302 - Dechant, B., Kattge, J., Pavlick, R., Schneider, F.D., Sabatini, F.M., Moreno-Martínez, Á., Butler, E.E., van Bodegom, P.M., Vallicrosa, H., Kattenborn, T., Boonman, C.C.F., Madani, N., Wright, I.J., Dong, N., Feilhauer, H., Peñuelas, J., Sardans, J., Aguirre-Gutiérrez, J., Reich, P.B., Leitão, P.J., Cavender-Bares, J., Myers-Smith, I.H., Durán, S.M., Croft, H., Prentice, I.C., Huth, A., Rebel, K., Zaehle, S., Šímová, I., Díaz, S., Reichstein, M., Schiller, C., Bruelheide, H., Mahecha, M., Wirth, C., Malhi, Y., Townsend, P.A. (2024):
Intercomparison of global foliar trait maps reveals fundamental differences and limitations of upscaling approaches
Remote Sens. Environ. 311 , art. 114276 10.1016/j.rse.2024.114276 - Dong, H., Huang, S., Wang, H., Shi, H., Singh, V.P., She, D., Huang, Q., Leng, G., Gao, L., Wei, X., Peng, J. (2024):
Effects of interaction of multiple large-scale atmospheric circulations on precipitation dynamics in China
Sci. Total Environ. 923 , art. 171528 10.1016/j.scitotenv.2024.171528 - Eisenhauer, N., Frank, K., Weigelt, A., Bartkowski, B., Beugnon, R., Liebal, K., Mahecha, M., Quaas, M., Al-Halbouni, D., Bastos, A., Bohn, F.J., de Brito, M.M., Denzler, J., Feilhauer, H., Fischer, R., Fritsche, I., Guimaraes-Steinicke, C., Hänsel, M., Haun, D.B.M., Herrmann, H., Huth, A., Kalesse-Los, H., Koetter, M., Kolleck, N., Krause, M., Kretschmer, M., Leitão, P.J., Masson, T., Mora, K., Müller, B., Peng, J., Pöhlker, M.L., Ratzke, L., Reichstein, M., Richter, S., Rüger, N., Sánchez-Parra, B., Shadaydeh, M., Sippel, S., Tegen, I., Thrän, D., Umlauft, J., Wendisch, M., Wolf, K., Wirth, C., Zacher, H., Zaehle, S., Quaas, J. (2024):
A belowground perspective on the nexus between biodiversity change, climate change, and human well-being
Journal of Sustainable Agriculture and Environment 3 (2), e212108 10.1002/sae2.12108 - Eisenhauer, N., Mueller, K., Ebeling, A., Gleixner, G., Huang, Y., Madaj, A.-M., Roscher, C., Weigelt, A., Bahn, M., Bonkowski, M., Brose, U., Cesarz, S., Feilhauer, H., Guimaraes-Steinicke, C., Heintz-Buschart, A., Hines, J., Lange, M., Meyer, S.T., Mohanbabu, N., Mommer, L., Neuhauser, S., Oelmann, Y., Rahmanian, S., Sasaki, T., Scheu, S., Schielzeth, H., Schmid, B., Schloter, M., Schulz, S., Unsicker, S.B., Vogel, C., Weisser, W.W., Isbell, F. (2024):
The multiple-mechanisms hypothesis of biodiversity–stability relationships
Basic Appl. Ecol. 79 , 153 - 166 10.1016/j.baae.2024.07.004 - Estupinan-Suarez, L.M., Mahecha, M.D., Brenning, A., Kraemer, G., Poveda, G., Reichstein, M., Sierra, C.A. (2024):
Spatial patterns of vegetation activity related to ENSO in northern South America
J. Geophys. Res.-Biogeosci. 129 (1), e2022JG007344 10.1029/2022JG007344 - Fan, X., Zhang, Y., Shi, K., Peng, J., Liu, Y., Zhou, Y., Liu, Y., Zhu, Q., Song, C., Wan, R., Zhao, X., Woolway, R.I. (2024):
Surging compound drought–heatwaves underrated in global soils
Proc. Natl. Acad. Sci. U.S.A. 121 (42), e2410294121 10.1073/pnas.2410294121 - García-García, A., Peng, J. (2024):
Generation and evaluation of energy and water fluxes from the HOLAPS framework: Comparison with satellite-based products during extreme hot weather
Remote Sens. Environ. 315 , art. 114451 10.1016/j.rse.2024.114451 - García-Pereira, F., González-Rouco, J.F., Melo-Aguilar, C., Steinert, N.J., García-Bustamante, E., de Vrese, P., Jungclaus, J., Lorenz, S., Hagemann, S., Cuesta-Valero, F.J., García-García, A., Beltrami, H. (2024):
First comprehensive assessment of industrial-era land heat uptake from multiple sources
Earth Syst. Dynam. 15 (3), 547 - 564 10.5194/esd-15-547-2024 - García-Pereira, F., González-Rouco, J.F., Schmid, T., Melo-Aguilar, C., Vegas-Cañas, C., Steinert, N.J., Roldán-Gómez, P.J., Cuesta-Valero, F.J., García-García, A., Beltrami, H., de Vrese, P. (2024):
Thermodynamic and hydrological drivers of the soil and bedrock thermal regimes in central Spain
Soil 10 (1), 1 - 21 10.5194/soil-10-1-2024 - García-Pereira, F., González-Rouco, J.F., Schmid, T., Melo-Aguilar, C., Vegas-Cañas, C., Steinert, N.J., Roldán-Gómez, P.J., Cuesta-Valero, F.J., García-García, A., Beltrami, H., de Vrese, P. (2024):
Thermodynamic and hydrological drivers of the subsurface thermal regime in Central Spain: open data and code (1.0) [Data set]
Zenodo 10.5281/zenodo.7499419 - González-Rouco, J.F., Camilo, M.-A., Steinert, N.J., Garcia-Bustamante, E., de Vrese, P., Jungclaus, J., Lorenz, S., Hagemann, S., Cuesta-Valero, F.J., García-García, A., Beltrami, H. (2024):
Dataset: First comprehensive assessment of industrial-era land heat uptake from multiple sources
Zenodo 10.5281/zenodo.14223792 - Guan, Y., Gu, X., Slater, L.J., Li, X., Li, J., Wang, L., Tang, X., Kong, D., Zhang, X. (2024):
Human-induced intensification of terrestrial water cycle in dry regions of the globe
npj Clim. Atmos. Sci. 7 , art. 45 10.1038/s41612-024-00590-9 - Hannemann, M., Garcia-Garcia, A., Poyatos, R., Mahecha, M.D., Peng, J. (2024):
Estimating transpiration globally by integrating the Priestley-Taylor model with neural networks
Environ. Res. Lett. 19 (11), art. 114089 10.1088/1748-9326/ad8506 - Hannemann, M., Garcia-Garcia, A., Poyatos, R., Mahecha, M.D., Peng, J. (2024):
Estimating transpiration globally by integrating the Priestley-Taylor model with neural networks [Data set]
Zenodo 10.5281/zenodo.13338223 - Hao, L., Chen, J., Wei, Z., Miao, L., Zhao, T., Peng, J. (2024):
Validation of satellite soil moisture products by sparsification of ground observations
IEEE J. Sel. Top. Appl. Earth Observ. Remote Sens. 17 , 5970 - 5985 10.1109/JSTARS.2024.3362833 - Hao, L., Wei, Z., Zhao, T., Zhong, Y., Peng, J. (2024):
Understanding the differences in various satellite remotely sensed soil moisture downscaling methods
SSRN 10.2139/ssrn.4758452 - Hayman, G., Poulter, B., Ghude, S.D., Blyth, E., Sinha, V., Archibald, S., Ashworth, K., Barlow, V., Fares, S., Feig, G., Hiyama, T., Jin, J., Juhola, S., Lee, M., Leuzinger, S., Mahecha, M.D., Meng, X., Odee, D., Purser, G., Sato, H., Saxena, P., Semeena, V.S., Steiner, A., Wang, X., Wolff, S. (2024):
Research into land atmosphere interactions supports the sustainable development agenda
Glob. Sustain. 7 , e12 10.1017/sus.2024.3 - Ji, C., Fincke, T., Benson, V., Camps-Valls, G., Fernández-Torres, M.-Á., Gans, F., Kraemer, G., Martinuzzi, F., Montero, D., Mora, K., Pellicer-Valero, O.J., Robin, C., Söchting, M., Weynants, M., Mahecha, M.D. (2024):
DeepExtremeCubes
OPARA 10.25532/OPARA-703 - Kattenborn, T., Wieneke, S., Montero, D., Mahecha, M.D., Richter, R., Guimarães-Steinicke, C., Wirth, C., Ferlian, O., Feilhauer, H., Sachsenmaier, L., Eisenhauer, N., Dechant, B. (2024):
Temporal dynamics in vertical leaf angles can confound vegetation indices widely used in Earth observations
Commun. Earth Environ. 5 , art. 550 10.1038/s43247-024-01712-0 - Köhler, J., Varga, E., Spahr, S., Gessner, J., Stelzer, K., Brandt, G., Mahecha, M.D., Kraemer, G., Pusch, M., Wolter, C., Monaghan, M.T., Stöck, M., Goldhammer, T. (2024):
Unpredicted ecosystem response to compound human impacts in a European rive. Dataset
Freshwater Research and Environmental Database (FRED) 10.18728/igb-fred-890.0 - Köhler, J., Varga, E., Spahr, S., Gessner, J., Stelzer, K., Brandt, G., Mahecha, M.D., Kraemer, G., Pusch, M., Wolter, C., Monaghan, M.T., Stöck, M., Goldhammer, T. (2024):
Unpredicted ecosystem response to compound human impacts in a European river
Sci. Rep. 14 , art. 16445 10.1038/s41598-024-66943-9 - Lange, M., Preidl, S., Reichmuth, A., Heurich, M., Doktor, D. (2024):
A continuous tree species-specific reflectance anomaly index reveals declining forest condition between 2016 and 2022 in Germany
Remote Sens. Environ. 312 , art. 114323 10.1016/j.rse.2024.114323 - Lange, M., Preidl, S., Reichmuth, A., Heurich, M., Doktor, D. (2024):
Forest condition anomaly index values covering Germany for 2016-2023 (7.5.0) [Data set]
Zenodo 10.5281/zenodo.13123397 - Li, P., Zha, Y., Zhang, Y., Tso, C.-H.M., Attinger, S., Samaniego, L., Peng, J. (2024):
Deep learning integrating scale conversion and pedo-transfer function to avoid potential errors in cross-scale transfer
Water Resour. Res. 60 (3), e2023WR035543 10.1029/2023WR035543 - Li, Y., Huang, S., Yuan, H., Xu, C.-Y., Li, J., Leng, G., Wang, H., Guo, Y., Guo, W., Li, P., Zheng, X., Peng, J. (2024):
Widespread acceleration of drought propagation from the atmosphere to ecosystems in the Northern Hemisphere under climate warming
SSRN 10.2139/ssrn.4873752 - Liu, Q., Guo, H., Zhang, J., Li, S., Li, J., Yao, F., Mahecha, M.D., Peng, J. (2024):
Global assessment of terrestrial productivity in response to water stress
Sci. Bull. 69 (15), 2352 - 2356 10.1016/j.scib.2024.05.033 - Lu, C., Leng, G., Liao, X., Tu, H., Qiu, J., Li, J., Huang, S., Peng, J. (2024):
In-season maize yield prediction in Northeast China: The phase-dependent benefits of assimilating climate forecast and satellite observations
Agric. For. Meteorol. 358 , art. 110242 10.1016/j.agrformet.2024.110242 - Ludwig, A., Doktor, D., Feilhauer, H. (2024):
Is spectral pixel-to-pixel variation a reliable indicator of grassland biodiversity? A systematic assessment of the spectral variation hypothesis using spatial simulation experiments
Remote Sens. Environ. 302 , art. 113988 10.1016/j.rse.2023.113988 - Luo, J., Huang, S., Wang, Y., Singh, V.P., Liu, J., Huang, Q., Leng, G., Li, J., Wu, H., Zheng, X., Guo, W., Lin, X., Peng, J. (2024):
Land-atmosphere and ocean–atmosphere couplings dominate the dynamics of agricultural drought predictability in the Loess Plateau, China
J. Hydrol. 645, Part B , art. 132225 10.1016/j.jhydrol.2024.132225 - Ma, H., Zeng, J., Zhang, X., Peng, J., Li, X., Fu, P., Cosh, M.H., Letu, H., Wang, S., Chen, N., Wigneron, J.-P. (2024):
Surface soil moisture from combined active and passive microwave observations: Integrating ASCAT and SMAP observations based on machine learning approaches
Remote Sens. Environ. 308 , art. 114197 10.1016/j.rse.2024.114197 - Mahecha, M.D., Bastos, A., Bohn, F.J., Eisenhauer, N., Feilhauer, H., Hickler, T., Kalesse-Los, H., Migliavacca, M., Otto, F.E.L., Peng, J., Sippel, S., Tegen, I., Weigelt, A., Wendisch, M., Wirth, C., Al-Halbouni, D., Deneke, H.M., Doktor, D., Dunker, S., Duveiller, G., Ehrlich, A., Foth, A., García-García, A., Guerra, C.A., Guimarães- Steinicke, C., Hartmann, H., Henning, S., Herrmann, H., Hu, P., Ji, C., Kattenborn, T., Kolleck, N., Kretschmer, M., Kühn, I., Luttkus, M.L., Maahn, M., Mönks, M., Mora, K., Pöhlker, M., Reichstein, M., Rüger, N., Sánchez-Parra, B., Schäfer, M., Stratmann, F., Tesche, M., Wehner, B., Wieneke, S., Winkler, A.J., Wolf, S., Zaehle, S., Zscheischler, J., Quaas, J. (2024):
Biodiversity and climate extremes: known interactions and research gaps
Earth Future 12 (6), e2023EF003963 10.1029/2023EF003963 - Martinuzzi, F., Mahecha, M.D., Camps-Valls, G., Montero, D., Williams, T., Mora, K. (2024):
Learning extreme vegetation response to climate drivers with recurrent neural networks
Nonlinear Process Geophys. 31 (4), 535 - 557 10.5194/npg-31-535-2024 - Meng, X., Peng, J., Hu, J., Li, J., Leng, G., Ferhatoglu, C., Li, X., García-García, A., Yang, Y. (2024):
Validation and expansion of the soil moisture index for assessing soil moisture dynamics from AMSR2 brightness temperature
Remote Sens. Environ. 303 , art. 114018 10.1016/j.rse.2024.114018 - Meshkini, K., Bovolo, F., Doktor, D. (2024):
Attention-based 3D convolutional neural network for crop boundary detection in high-resolution satellite image time series
In: Bruzzone, L., Bovolo, F. (eds.)
Artificial Intelligence and Image and Signal Processing for Remote Sensing XXX 2024, Edinburgh, 16-18 September 2024
Proceedings / SPIE 13196
SPIE, Bellingham, WA, p. 131960E 10.1117/12.3035893 - Montero, D., Aybar, C., Kraemer, G., Söchting, M., Teber, K., Mahecha, M.D. (2024):
On-demand Earth System Data Cubes
2024 IEEE International Geoscience and Remote Sensing Symposium, Athens, Greece, 07-12 July 2024
International Geoscience and Remote Sensing Symposium IGARSS 2024
Institute of Electrical and Electronics Engineers (IEEE), New York, NY, p. 7529 - 7532 10.1109/IGARSS53475.2024.10640742 - Montero, D., Kraemer, G., Anghelea, A., Aybar, C., Brandt, G., Camps-Valls, G., Cremer, F., Flik, I., Gans, F., Habershon, S., Ji, C., Kattenborn, T., Martínez-Ferrer, L., Martinuzzi, F., Reinhardt, M., Söchting, M., Teber, K., Mahecha, M.D. (2024):
Earth System Data Cubes: Avenues for advancing Earth system research
Environ. Data Sci. 3 , e27 10.1017/eds.2024.22 - Montero, D., Mahecha, M.D., Martinuzzi, F., Aybar, C., Klosterhalfen, A., Knohl, A., Koebsch, F., Anaya, J., Wieneke, S. (2024):
Recurrent neural networks for modelling gross primary production
2024 IEEE International Geoscience and Remote Sensing Symposium, Athens, Greece, 07-12 July 2024
International Geoscience and Remote Sensing Symposium IGARSS 2024
Institute of Electrical and Electronics Engineers (IEEE), New York, NY, p. 4214 - 4217 10.1109/IGARSS53475.2024.10640715 - Nie, M., Huang, S., Duan, W., Leng, G., Bai, G., Wang, Z., Huang, Q., Fang, W., Peng, J. (2024):
Meteorological drought migration characteristics based on an improved spatiotemporal structure approach in the Loess Plateau of China
Sci. Total Environ. 912 , art. 168813 10.1016/j.scitotenv.2023.168813 - Nie, M., Huang, S., Zeng, X-M., Peng, J., Bai, G. (2024):
Spatiotemporal desynchronization in the propagation from meteorological to soil moisture drought in the Loess Plateau, China
J. Hydrol. Reg. Stud. 56 , art. 102025 10.1016/j.ejrh.2024.102025 - Oswald, S.E., Angermann, L., Bogena, H.R., Förster, M., García-García, A., Lischeid, G., Paton, E.N., Altdorff, D., Attinger, S., Güntner, A., Hartmann, A., Hendricks Franssen, H.-J., Hildebrandt, A., Kleinschmit, B., Orth, R., Peng, J., Ryo, M., Schrön, M., Wagner, W., Wagener, T. (2024):
Hydrology on solid grounds? Integration is key to closing knowledge gaps concerning landscape subsurface water storage dynamics
Hydrol. Process. 38 (11), e15320 10.1002/hyp.15320 - Reichmuth, A. (2024):
Forested Natura 2000 sites under climate change
Version: N2K_2.1 Zenodo 10.5281/zenodo.11400444 - Reichmuth, A., Rakovec, O., Boeing, F., Müller, S., Samaniego, L., Marx, A., Komischke, H., Doktor, D. (2024):
BioVars - bioclimatic datasets for Europe based on a large regional climate ensemble for periods between 1971 to 2098 (1.1.0) [Data set]
Zenodo 10.5281/zenodo.14624171 - Schmidt, T., Schrön, M., Li, Z., Francke, T., Zacharias, S., Hildebrandt, A., Peng, J. (2024):
Comprehensive quality assessment of satellite- and model-based soil moisture products against the COSMOS network in Germany
Remote Sens. Environ. 301 , art. 113930 10.1016/j.rse.2023.113930 - Söchting, M., Mahecha, M.D., Montero, D., Scheuermann, G. (2024):
Lexcube: Interactive visualization of large earth system data cubes
IEEE Comput. Graph. Appl. 44 (1), 25 - 37 10.1109/MCG.2023.3321989 - Sodoge, J., Kuhlicke, C., Mahecha, M.D., de Brito, M.M. (2024):
Text mining uncovers the unique dynamics of socio-economic impacts of the 2018–2022 multi-year drought in Germany
Nat. Hazards Earth Syst. Sci. 24 (5), 1757 - 1777 10.5194/nhess-24-1757-2024 - Soltani, S., Ferlian, O., Eisenhauer, N., Feilhauer, H., Kattenborn, T. (2024):
From simple labels to semantic image segmentation: leveraging citizen science plant photographs for tree species mapping in drone imagery
Biogeosciences 21 (11), 2909 - 2935 10.5194/bg-21-2909-2024 - Steinert, N.J., Cuesta-Valero, F.J., García-Pereira, F., de Vrese, P., Melo Aguilar, C.A., García-Bustamante, E., Jungclaus, J., González-Rouco, J.F. (2024):
Underestimated land heat uptake alters the global energy distribution in CMIP6 climate models
Geophys. Res. Lett. 51 (10), e2023GL107613 10.1029/2023GL107613 - Steinert, N.J., Cuesta-Valero, F.J., García-Pereira, F., de Vrese, P., Melo Aguilar, C.A., García-Bustamante, E., Jungclaus, J., González-Rouco, J.F. (2024):
Dataset: Underestimated land heat uptake alters the global energy distribution in CMIP6 climate models [Data set]
Zenodo 10.5281/zenodo.10669977 - Torresani, M., Rocchini, D., Ceola, G., de Vries, J.P.R., Feilhauer, H., Moudrý, V., Bartholomeus, H., Perrone, M., Anderle, M., Gamper, H.A., Chieffallo, L., Guatelli, E., Gatti, R.C., Kleijn, D. (2024):
Grassland vertical height heterogeneity predicts flower and bee diversity: an UAV photogrammetric approach
Sci. Rep. 14 , art. 809 10.1038/s41598-023-50308-9 - Wang, Z., Huang, S., Mu, Z., Leng, G., Duan, W., Ling, H., Xu, J., Zheng, X., Li, P., Li, Z., Guo, W., Li, Y., Deng, M., Peng, J. (2024):
Relative humidity and solar radiation exacerbate snow drought risk in the headstreams of the Tarim River
Atmos. Res. 297 , art. 107091 10.1016/j.atmosres.2023.107091 - Wang, Z., Huang, S., Singh, V.P., Mu, Z., Leng, G., Li, J., Duan, W., Ling, H., Xu, J., Nie, M., Leng, Y., Gao, Y., Guo, W., Wei, X., Deng, M., Peng, J. (2024):
Contrasting characteristics and drivers of dry and warm snow droughts in China's largest inland river basin
J. Hydrol. Reg. Stud. 53 , art. 101751 10.1016/j.ejrh.2024.101751 - Wei, X., Huang, S., Liu, D., Li, J., Huang, Q., Leng, G., Shi, H., Peng, J. (2024):
The response of agricultural drought to meteorological drought modulated by air temperature
J. Hydrol. 639 , art. 131626 10.1016/j.jhydrol.2024.131626 - Wei, Z., Miao, L., Peng, J., Zhao, T., Meng, L., Lu, H., Peng, Z., Cosh, M.H., Fang, B., Lakshmi, V., Shi, J. (2024):
Bridging spatio-temporal discontinuities in global soil moisture mapping by coupling physics in deep learning
Remote Sens. Environ. 313 , art. 114371 10.1016/j.rse.2024.114371 - Wieneke, S., Pacheco-Labrador, J., Mahecha, M.D., Poblador, S., Vicca, S., Janssens, I.A. (2024):
Comparing the quantum use efficiency of red and far-red sun-induced fluorescence at leaf and canopy under heat-drought stress
Remote Sens. Environ. 311 , art. 114294 10.1016/j.rse.2024.114294 - Xiao, Y., Li, X., Fan, L., De Lannoy, G., Peng, J., Frappart, F., Ebtehaj, A., de Rosnay, P., Xing, Z., Yu, L., Dong, G., Yueh, S.H., Colliander, A., Wigneron, J.-P. (2024):
Optimal model-based temperature inputs for global soil moisture and vegetation optical depth retrievals from SMAP
Remote Sens. Environ. 311 , art. 114240 10.1016/j.rse.2024.114240 - Yin, X., Leng, G., Huang, S., Peng, J. (2024):
Aggravation of global maize yield loss risk under various hot and dry scenarios using multiple types of prediction approaches
Int. J. Climatol. 44 (4), 1058 - 1073 10.1002/joc.8371 - Zhong, S., Fan, L., De Lannoy, G., Frappart, F., Zeng, J., Vreugdenhil, M., Peng, J., Liu, X., Xing, Z., Wang, M., Li, X., Wang, H., Wigneron, J.-P. (2024):
Quantitative assessment of various proxies for downscaling coarse-resolution VOD products over the contiguous United States
Int. J. Appl. Earth Obs. Geoinf. 130 , art. 103910 10.1016/j.jag.2024.103910 - Zhou, F., Hagan, D.F.T., Wang, G., Liang, X.S., Li, S., Shao, Y., Yeboah, E., Wei, X. (2024):
Estimating time-dependent structures in a multivariate causality for land–atmosphere interactions
J. Clim. 37 (6), 1853 - 1876 10.1175/JCLI-D-23-0207.1
2023 (35)
- Bastos, A., Sippel, S., Frank, D., Mahecha, M.D., Zaehle, S., Zscheischler, J., Reichstein, M. (2023):
A joint framework for studying compound ecoclimatic events
Nat. Rev. Earth Environ. 4 (5), 333 - 350 10.1038/s43017-023-00410-3 - Borrmann, P., Brandt, P., Gerighausen, H. (2023):
MISPEL: A multi-crop spectral library for statistical crop trait retrieval and agricultural monitoring
Remote Sens. 15 (14), art. 3664 10.3390/rs15143664 - Cherif, E., Feilhauer, H., Berger, K., Dao, P.D., Ewald, M., Hank, T.B., He, Y., Kovach, K.R., Lu, B., Townsend, P.A., Kattenborn, T. (2023):
From spectra to plant functional traits: Transferable multi-trait models from heterogeneous and sparse data
Remote Sens. Environ. 292 , art. 113580 10.1016/j.rse.2023.113580 - Cuesta-Valero, F.J., Beltrami, H., García-García, A., Krinner, G., Langer, M., MacDougall, A.H., Nitzbon, J., Peng, J., von Schuckmann, K., Seneviratne, S.I., Thiery, W., Vanderkelen, I., Wu, T. (2023):
GCOS EHI 1960-2020 Continental Heat Content (Version 2)
World Data Center for Climate (WDCC) 10.26050/WDCC/GCOS_EHI_1960-2020_CoHC_v2 - Cuesta-Valero, F.J., Beltrami, H., García-García, A., Krinner, G., Langer, M., MacDougall, A.H., Nitzbon, J., Peng, J., von Schuckmann, K., Seneviratne, S.I., Thiery, W., Vanderkelen, I., Wu, T. (2023):
Continental heat storage: contributions from the ground, inland waters, and permafrost thawing
Earth Syst. Dynam. 14 (3), 609 - 627 10.5194/esd-14-609-2023 - Cuesta-Valero, F.J., Peng, J. (2023):
Global ground heat flux from remote sensing data: preliminary results and evaluation
EGU General Assembly 2023, Vienna, Austria, 24–28 Apr 2023
EGUsphere
Copernicus Publications, EGU23-2608 10.5194/egusphere-egu23-2608 - Cui, L., Zhang, J., Wu, Z., Xun, L., Wang, X., Zhang, S., Bai, Y., Zhang, S., Yang, S., Liu, Q. (2023):
Superpixel segmentation integrated feature subset selection for wetland classification over Yellow River Delta
Environ. Sci. Pollut. Res. 30 (17), 50796 - 50814 10.1007/s11356-023-25861-5 - Dong, H., Huang, S., Wang, H., Huang, Q., Leng, G., Li, Z., Li, L., Peng, J. (2023):
Identifying non-stationarity in the dependence structures of meteorological factors within and across seasons and exploring possible causes
Stoch. Environ. Res. Risk Assess. 37 (10), 4071 - 4089 10.1007/s00477-023-02496-z - Fang, W., Huang, Q., Huang, G., Ming, B., Quan, Q., Li, P., Guo, Y., Zheng, X., Feng, G., Peng, J. (2023):
Assessment of dynamic drought-induced ecosystem risk: Integrating time-varying hazard frequency, exposure and vulnerability
J. Environ. Manage. 342 , art. 118176 10.1016/j.jenvman.2023.118176 - Feilhauer, H., Faude, U. (2023):
Digitale Anwendungen der Fernerkundung für Aufgaben des Naturschutzes. Digital remote sensing applications in nature conservation
Nat. Landschaft 98 (6/7), 295 - 303 10.19217/NuL2023-06-04 - García-García, A., Cuesta-Valero, F.J., Miralles, D.G., Mahecha, M., Quaas, J., Reichstein, M., Zscheischler, J., Peng, J. (2023):
Soil heat extremes can outpace air temperature extremes
Nat. Clim. Chang. 13 (11), 1237 - 1241 10.1038/s41558-023-01812-3 - Gebrechorkos, S.H., Peng, J., Dyer, E., Miralles, D.G., Vicente-Serrano, S.M., Funk, C., Beck, H., Asfaw, D.T., Singer, M.B., Dadson, S. (2023):
Hydro-JULES: Global high-resolution drought datasets from 1981-2022
CEDA Archive 10.5285/ac43da11867243a1bb414e1637802dec - Gebrechorkos, S.H., Peng, J., Dyer, E., Miralles, D.G., Vicente-Serrano, S.M., Funk, C., Beck, H.E., Asfaw, D.T., Singer, M.B., Dadson, S.J. (2023):
Global high-resolution drought indices for 1981–2022
Earth Syst. Sci. Data 15 , 5449 - 5466 10.5194/essd-15-5449-2023 - Gruber, A., Peng, J. (2023):
Remote sensing of soil moisture
In: Goss, M.J., Oliver, M.A. (eds.)
Encyclopedia of soils in the environment, Volume 4 (2nd edition)
Elsevier, Amsterdam, p. 618 - 630 10.1016/B978-0-12-822974-3.00019-7 - Guo, W., Huang, S., Huang, Q., Leng, G., Mu, Z., Han, Z., Wei, X., She, D., Wang, H., Wang, Z., Peng, J. (2023):
Drought trigger thresholds for different levels of vegetation loss in China and their dynamics
Agric. For. Meteorol. 331 , art. 109349 10.1016/j.agrformet.2023.109349 - Guo, W., Huang, S., Huang, Q., She, D., Shi, H., Leng, G., Li, J., Cheng, L., Gao, Y., Peng, J. (2023):
Precipitation and vegetation transpiration variations dominate the dynamics of agricultural drought characteristics in China
Sci. Total Environ. 898 , art. 165480 10.1016/j.scitotenv.2023.165480 - Han, C., Huang, S., Peng, J., Li, J., Leng, G., Huang, Q., Zhao, J., Yang, F., He, P., Meng, X., Li, Z. (2023):
GRACE-based dynamic assessment of hydrological drought trigger thresholds induced by meteorological drought and possible driving mechanisms
Remote Sens. Environ. 298 , art. 113831 10.1016/j.rse.2023.113831 - Hannemann, M., García-García, A., Peng, J. (2023):
Transpiration in forest ecosystems based on deep learning and sap flow observations
EGU General Assembly 2023, Vienna, Austria, 24–28 Apr 2023
EGUsphere
Copernicus Publications, EGU23-14104 10.5194/egusphere-egu23-14104 - Henniger, H., Bohn, F.J., Schmidt, K., Huth, A. (2023):
A new approach combining a multilayer radiative transfer model with an individual based forest model: Application to boreal forests in Finland
Remote Sens. 15 (12), art. 3078 10.3390/rs15123078 - Ji, C., Fincke, T., Mahecha, M.D. (2023):
DeepExtremCubes Dataset
Version: v0.1 Zenodo 10.5281/zenodo.13904460 - Joswig, J.S., Kattge, J., Kraemer, G., Mahecha, M.D., Rüger, N., Schaepman, M.E., Schrodt, F., Schuman, M.C. (2023):
Imputing missing data in plant traits: A guide to improve gap-filling
Glob. Ecol. Biogeogr. 32 (8), 1395 - 1408 10.1111/geb.13695 - Li, J., Leng, G., Peng, J. (2023):
The merit of estimating high-resolution soil moisture using combined optical, thermal and microwave data
IEEE Geosci. Remote Sens. Lett. 20 , art. 2503405 10.1109/LGRS.2023.3291761 - Li, S., Wang, G., Chai, Y., Miao, L., Hagan, D.F.T., Sun, S., Huang, J., Su, B., Jiang, T., Chen, T., Lu, C., Guan, Z. (2023):
Increasing vapor pressure deficit accelerates land drying
J. Hydrol. 625, Part A , art. 130062 10.1016/j.jhydrol.2023.130062 - Li, S., Wang, G., Zhu, C., Hannemann, M., Poyatos, R., Lu, J., Li, J., Ullah, W., Hagan, D.F.T., García-García, A., Liu, Y., Liu, Q., Ma, S., Liu, Q., Sun, S., Zhao, F., Peng, J. (2023):
Spatial patterns and recent temporal trends in global transpiration modelled using eco-evolutionary optimality
Agric. For. Meteorol. 342 , art. 109702 10.1016/j.agrformet.2023.109702 - Li, S., Wang, G., Zhu, C., Lu, J., Ullah, W., Hagan, D.F.T., Kattel, G., Liu, Y., Zhang, Z., Song, Y., Sun, S., Zheng, Y., Peng, J. (2023):
Vegetation growth due to CO2 fertilization is threatened by increasing vapor pressure deficit
J. Hydrol. 619 , art. 129292 10.1016/j.jhydrol.2023.129292 - Li, X., Piao, S., Huntingford, C., Peñuelas, J., Yang, H., Xu, H., Chen, A., Friedlingstein, P., Keenan, T.F., Sitch, S., Wang, X., Zscheischler, J., Mahecha, M.D. (2023):
Global variations in critical drought thresholds that impact vegetation
Natl. Sci. Rev. 10 (5), nwad049 10.1093/nsr/nwad049 - Li, Y., Huang, S., Wang, H., Huang, Q., Li, P., Zheng, X., Wang, Z., Jiang, S., Leng, G., Li, J., Peng, J. (2023):
Warming and greening exacerbate the propagation risk from meteorological to soil moisture drought
J. Hydrol. 622, Part B , art. 129716 10.1016/j.jhydrol.2023.129716 - Liu, Q., Yao, F., Garcia-Garcia, A., Zhang, J., Li, J., Ma, S., Li, S., Peng, J. (2023):
The response and sensitivity of global vegetation to water stress: A comparison of different satellite-based NDVI products
Int. J. Appl. Earth Obs. Geoinf. 120 , art. 103341 10.1016/j.jag.2023.103341 - Montero, D., Aybar, C., Mahecha, M.D., Martinuzzi, F., Söchting, M., Wieneke, S. (2023):
A standardized catalogue of spectral indices to advance the use of remote sensing in Earth system research
Sci. Data 10 , art. 197 10.1038/s41597-023-02096-0 - Peng, J., García-García, A. (2023):
A new satellite-based product for studying land-atmosphere interactions
EGU General Assembly 2023, Vienna, Austria, 24–28 Apr 2023
EGUsphere
Copernicus Publications, EGU23-2078 10.5194/egusphere-egu23-2078 - Schmidt, T., Kuester, T., Smith, T., Bochow, M. (2023):
Potential of optical spaceborne sensors for the differentiation of plastics in the environment
Remote Sens. 15 (8), art. 2020 10.3390/rs15082020 - von Schuckmann, K., Minière, A., Gues, F., Cuesta-Valero, F.J., Kirchengast, G., Adusumilli, S., Straneo, F., Ablain, M., Allan, R.P., Barker, P.M., Beltrami, H., Blazquez, A., Boyer, T., Cheng, L., Church, J., Desbruyeres, D., Dolman, H., Domingues, C.M., García-García, A., Giglio, D., Gilson, J.E., Gorfer, M., Haimberger, L., Hakuba, M.Z., Hendricks, S., Hosoda, S., Johnson, G.C., Killick, R., King, B., Kolodziejczyk, N., Korosov, A., Krinner, G., Kuusela, M., Landerer, F.W., Langer, M., Lavergne, T., Lawrence, I., Li, Y., Lyman, J., Marti, F., Marzeion, B., Mayer, M., MacDougall, A.H., McDougall, T., Monselesan, D.P., Nitzbon, J., Otosaka, I., Peng, J., Purkey, S., Roemmich, D., Sato, K., Sato, K., Savita, A., Schweiger, A., Shepherd, A., Seneviratne, S.I., Simons, L., Slater, D.A., Slater, T., Steiner, A.K., Suga, T., Szekely, T., Thiery, W., Timmermans, M.-L., Vanderkelen, I., Wjiffels, S.E., Wu, T., Zemp, M. (2023):
Heat stored in the Earth system 1960–2020: where does the energy go?
Earth Syst. Sci. Data 15 (4), 1675 - 1709 10.5194/essd-15-1675-2023 - von Schuckmann, K., Minière, A., Gues, F., Cuesta-Valero, F.J., Kirchengast, G., Adusumilli, S., Straneo, F., Allan, R.P., Barker, P.M., Beltrami, H., Blazquez, A., Boyer, T., Cheng, L., Church, J., Desbruyeres, D., Dolman, H., Domingues, C.M., García-García, A., Gilson, J.E., Gorfer, M., Haimberger, L., Hendricks, S., Hosoda, S., Johnson, G.C., Killick, R., King, B., Kolodziejczyk, N., Korosov, A., Krinner, G., Kuusela, M., Langer, M., Lavergne, T., Lawrence, I., Li, Y., Lyman, J., Marti, F., Marzeion, B., Mayer, M., MacDougall, A.H., McDougall, T., Monselesan, D.P., Nitzbon, J., Otosaka, I., Peng, J., Purkey, S., Roemmich, D., Sato, K., Sato, K., Savita, A., Schweiger, A., Shepherd, A., Seneviratne, S.I., Slater, D.A., Slater, T., Simons, L., Steiner, A.K., Szekely, T., Suga, T., Thiery, W., Timmermans, M.-L., Vanderkelen, I., Wjiffels, S.E., Wu, T., Zemp, M. (2023):
GCOS EHI 1960-2020 Earth Heat Inventory Ocean Heat Content (Version 2)
World Data Center for Climate (WDCC) 10.26050/WDCC/GCOS_EHI_1960-2020_OHC_v2 - Yang, L.E., Feng, W., Peng, J. (2023):
Chinas vielfältige Umweltprobleme
In: Hardaker, S., Dannenberg, P. (Hrsg.)
China. Geographien einer Weltmacht
Springer, Berlin, Heidelberg, S. 331 - 340 10.1007/978-3-662-66560-2_34 - Zeng, J., Peng, J., Zhao, W., Ma, C., Ma, H. (2023):
Microwave remote sensing of soil moisture
Remote Sens. 15 (17), art. 4243 10.3390/rs15174243
2022 (39)
- Bodesheim, P., Babst, F., Frank, D.C., Hartl, C., Zang, C.S., Jung, M., Reichstein, M., Mahecha, M.D. (2022):
Predicting spatiotemporal variability in radial tree growth at the continental scale with machine learning
Environ. Data Sci. 1 , e9 10.1017/eds.2022.8 - Chen, J., Xing, M., Yu, H., Liang, B., Peng, J., Sun, G.-C. (2022):
Motion compensation/autofocus in airborne synthetic aperture radar: a review
IEEE Geosci. Remote Sens. Mag. 10 (1), 185 - 206 10.1109/MGRS.2021.3113982 - Cuesta-Valero, F.J. (2022):
CIBOR: Codes for Inverting BOReholes
Zenodo 10.5281/zenodo.7152900 - Cuesta-Valero, F.J., Beltrami, H., García-García, A., Krinner, G., Langer, M., MacDougall, A.H., Nitzbon, J., Peng, J., von Schuckmann, K., Seneviratne, S.I., Smith, N., Thiery, W., Vanderkelen, I., Wu, T. (2022):
GCOS EHI 1960-2020 Continental Heat Content (Version 1)
World Data Center for Climate (WDCC) 10.26050/WDCC/GCOS_EHI_1960-2020_CoHC - Cuesta-Valero, F.J., Beltrami, H., Gruber, S., García-García, A. (2022):
A new bootstrap technique to quantify uncertainty in estimates of ground surface temperature and ground heat flux histories from geothermal data
Geosci. Model Dev. 15 (20), 7913 - 7932 10.5194/gmd-15-7913-2022 - Erb, A.M., Li, Z., Sun, Q., Paynter, I., Wang, Z., Schaaf, C. (2022):
Evaluation of the Landsat-8 albedo product across the circumpolar domain
Remote Sens. 14 (21), art. 5320 10.3390/rs14215320 - Fan, D., Jiang, X., Wu, H., Jiang, Y., Wei, L., Gao, C., Peng, J. (2022):
Comparative analysis of future global drought risk under different scenarios
2022 IEEE International Geoscience and Remote Sensing Symposium, Kuala Lumpur, Malaysia, 17-22 July 2022
International Geoscience and Remote Sensing Symposium IGARSS 2022
Institute of Electrical and Electronics Engineers (IEEE), New York, NY, p. 7958 - 7961 10.1109/IGARSS46834.2022.9884084 - Fan, L., Al-Yaari, A., Frappart, F., Peng, J., Wen, J., Xiao, Q., Jin, R., Li, X., Liu, X., Wang, M., Chen, X., Zhao, L., Ma, M., Wigneron, J.-P. (2022):
Estimating high-resolution soil moisture over mountainous regions using remotely-sensed multispectral and topographic data
IEEE J. Sel. Top. Appl. Earth Observ. Remote Sens. 15 , 3637 - 3649 10.1109/JSTARS.2022.3166974 - Fan, L., Xing, Z., De Lannoy, G., Frappart, F., Peng, J., Zeng, J., Li, X., Yang, K., Zhao, T., Shi, J., Ma, H., Wang, M., Liu, X., Yi, C., Ma, M., Tang, X., Wen, J., Chen, X., Wang, C., Wang, L., Wang, G., Wigneron, J.-P. (2022):
Evaluation of satellite and reanalysis estimates of surface and root-zone soil moisture in croplands of Jiangsu Province, China
Remote Sens. Environ. 282 , art. 113283 10.1016/j.rse.2022.113283 - Fan, N., Reichstein, M., Koirala, S., Ahrens, B., Mahecha, M.D., Carvalhais, N. (2022):
Global apparent temperature sensitivity of terrestrial carbon turnover modulated by hydrometeorological factors
Nat. Geosci. 15 (12), 989 - 994 10.1038/s41561-022-01074-2 - García-García, A., Cuesta-Valero, F.J., Beltrami, H., González-Rouco, J.F., García-Bustamante, E. (2022):
WRF v.3.9 sensitivity to land surface model and horizontal resolution changes over North America
Geosci. Model Dev. 15 (2), 413 - 428 10.5194/gmd-15-413-2022 - Hannemann, M., Nixdorf, E., Kreck, M., Schoßland, A., Dietrich, P. (2022):
Dataset of hydrological records in 5 min resolution of tributaries in the Mueglitz River Basin, Germany
Data Brief 40 , art. 107832 10.1016/j.dib.2022.107832 - Hase, N., Doktor, D., Rebmann, C., Dechant, B., Mollenhauer, H., Cuntz, M. (2022):
Identifying the main drivers of the seasonal decline of near-infrared reflectance of a temperate deciduous forest
Agric. For. Meteorol. 313 , art. 108746 10.1016/j.agrformet.2021.108746 - Joswig, J.S., Wirth, C., Schuman, M.C., Kattge, J., Reu, B., Wright, I.J., Sippel, S.D., Rüger, N., Richter, R., Schaepman, M.E., van Bodegom, P.M., Cornelissen, J.H.C., Díaz, S., Hattingh, W.N., Kramer, K., Lens, F., Niinemets, Ü., Reich, P.B., Reichstein, M., Römermann, C., Schrodt, F., Anand, M., Bahn, M., Byun, C., Campetella, G., Cerabolini, B.E.L., Craine, J.M., Gonzalez-Melo, A., Gutiérrez, A.G., He, T., Higuchi, P., Jactel, H., Kraft, N.J.B., Minden, V., Onipchenko, V., Peñuelas, J., Pillar, V.D., Sosinski, E., Soudzilovskaia, N.A., Weiher, E., Mahecha, M.D. (2022):
Climatic and soil factors explain the two-dimensional spectrum of global plant trait variation
Nat. Ecol. Evol. 6 (1), 36 - 50 10.1038/s41559-021-01616-8 - Kästner, F., Sut-Lohmann, M., Ramezany, S., Raab, T., Feilhauer, H., Chabrillat, S. (2022):
Estimating heavy metal concentrations in Technosols with reflectance spectroscopy
Geoderma 406 , art. 115512 10.1016/j.geoderma.2021.115512 - Kattenborn, T., Schiefer, F., Frey, J., Feilhauer, H., Mahecha, M.D., Dormann, C.F. (2022):
Spatially autocorrelated training and validation samples inflate performance assessment of convolutional neural networks
ISPRS Open Journal of Photogrammetry and Remote Sensing 5 , art. 100018 10.1016/j.ophoto.2022.100018 - Lange, M., Feilhauer, H., Kühn, I., Doktor, D. (2022):
Mapping land-use intensity of grasslands in Germany with machine learning and Sentinel-2 time series
Remote Sens. Environ. 277 , art. 112888 10.1016/j.rse.2022.112888 - Li, P., Huang, Q., Leng, G., Peng, J., Wang, H., Zheng, X., Li, Y., Fang, W. (2022):
Various maize yield losses and their dynamics triggered by drought thresholds based on Copula-Bayesian conditional probabilities
Agric. Water Manage. 261 , art. 107391 10.1016/j.agwat.2021.107391 - Li, S., Wang, G., Zhu, C., Lu, J., Ullah, W., Hagan, D.F.T., Kattel, G., Peng, J. (2022):
Attribution of global evapotranspiration trends based on the Budyko framework
Hydrol. Earth Syst. Sci. 26 (13), 3691 - 3707 10.5194/hess-26-3691-2022 - Li, Y., Huang, S., Wang, H., Zheng, X., Huang, Q., Deng, M., Peng, J. (2022):
High-resolution propagation time from meteorological to agricultural drought at multiple levels and spatiotemporal scales
Agric. Water Manage. 262 , art. 107428 10.1016/j.agwat.2021.107428 - Ludwig, A.D., Doktor, D., Goss, R., Sasso, S., Feilhauer, H. (2022):
The leaf is always greener on the other side of the lab: Optical in-situ indicators for leaf chlorophyll content need improvement for semi-natural grassland areas
Ecol. Indic. 143 , art. 109424 10.1016/j.ecolind.2022.109424 - Mahecha, M.D., Bastos, A., Bohn, F.J., Eisenhauer, N., Feilhauer, H., Hartmann, H., Hickler, T., Kalesse-Los, H., Migliavacca, M., Otto, F.E.L., Peng, J., Quaas, J., Tegen, I., Weigelt, A., Wendisch, M., Wirth, C. (2022):
Biodiversity loss and climate extremes — study the feedbacks
Nature 612 (7938), 30 - 32 10.1038/d41586-022-04152-y - Melo-Aguilar, C., González-Rouco, F., Steinert, N.J., Beltrami, H., Cuesta-Valero, F.J., García-García, A., García-Pereira, F., García-Bustamante, E., Roldán-Gómez, P.J., Schmid, T., Navarro, J. (2022):
Near-surface soil thermal regime and land–air temperature coupling: A case study over Spain
Int. J. Climatol. 42 (15), 7516 - 7534 10.1002/joc.7662 - Meng, X., Yang, Y., Zeng, J., Peng, J., Hu, J. (2022):
Improvement of AMSR2 soil moisture retrieval using a soil-vegetation temperature decomposition algorithm
IEEE Geosci. Remote Sens. Lett. 19 , art. 2507805 10.1109/LGRS.2022.3218518 - Montero, D., Aybar, C., Mahecha, M.D., Wieneke, S. (2022):
Spectral: Awesome Spectral Indices deployed via the Google Earth Engine JavaScript API
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci. XLVIII-4/W1-2022 , 301 - 306 10.5194/isprs-archives-XLVIII-4-W1-2022-301-2022 - Orth, R., O, S., Zscheischler, J., Mahecha, M.D., Reichstein, M. (2022):
Contrasting biophysical and societal impacts of hydro-meteorological extremes
Environ. Res. Lett. 17 (1), art. 014044 10.1088/1748-9326/ac4139 - Pabon-Moreno, D.E., Migliavacca, M., Reichstein, M., Mahecha, M.D. (2022):
On the potential of Sentinel-2 for estimating gross primary production
IEEE Trans. Geosci. Remote Sensing 60 , art. 4409412 10.1109/TGRS.2022.3152272 - Pacheco-Labrador, J., Migliavacca, M., Ma, X., Mahecha, M.D., Carvalhais, N., Weber, U., Benavides, R., Bouriaud, O., Barnoaiea, I., Coomes, D.A., Bohn, F.J., Kraemer, G., Heiden, U., Huth, A., Wirth, C. (2022):
Challenging the link between functional and spectral diversity with radiative transfer modeling and data
Remote Sens. Environ. 280 , art. 113170 10.1016/j.rse.2022.113170 - Pyarali, K., Peng, J., Disse, M., Tuo, Y. (2022):
Development and application of high resolution SPEI drought dataset for Central Asia
Sci. Data 9 , art. 172 10.1038/s41597-022-01279-5 - Rink, K., Şen, Ö.O., Hannemann, M., Ködel, U., Nixdorf, E., Weber, U., Werban, U., Schrön, M., Kalbacher, T., Kolditz, O. (2022):
An environmental exploration system for visual scenario analysis of regional hydro-meteorological systems
Comput. Graph. 103 , 192 - 200 10.1016/j.cag.2022.02.009 - Sillmann, J., Christensen, I., Hochrainer-Stigler, S., Huang-Lachmann, J.-T., Juhola, S., Kornhuber, K., Mahecha, M.D., Mechler, R., Reichstein, M., Ruane, A.C., Schweizer, P.-J., Williams, S. (2022):
ISC-UNDRR-RISK KAN Briefing note on systemic risk: review and opportunities for research, policy and practice from the perspective of climate, environmental and disaster risk science and management
International Science Council, Paris, 35 pp. - Tanguy, M., Peng, J., Robinson, E., Pinnington, E., Evans, J., Ellis, R., Cooper, E., Hannaford, J., Blyth, E., Dadson, S. (2022):
Soil moisture product merged from satellite and modelled data for Great Britain, April 2015-December 2017
Environmental Information Data Centre (EIDC] 10.5285/26b8ddd4-09fd-4e40-a556-6a8f3a7481ea - von Schuckmann, K., Minière, A., Gues, F., Cuesta-Valero, F.J., Kirchengast, G., Adusumilli, S., Straneo, F., Allan, R.P., Barker, P.M., Beltrami, H., Blazquez, A., Boyer, T., Cheng, L., Church, J., Desbruyeres, D., Dolman, H., Domingues, C.M., García-García, A., Gilson, J.E., Gorfer, M., Haimberger, L., Hendricks, S., Hosoda, S., Johnson, G.C., Killick, R., King, B., Kolodziejczyk, N., Korosov, A., Krinner, G., Kuusela, M., Langer, M., Lavergne, T., Lawrence, I., Li, Y., Lyman, J., Marti, F., Marzeion, B., Mayer, M., MacDougall, A.H., McDougall, T., Monselesan, D.P., Nitzbon, J., Otosaka, I., Peng, J., Purkey, S., Roemmich, D., Sato, K., Sato, K., Savita, A., Schweiger, A., Shepherd, A., Seneviratne, S.I., Slater, D.A., Slater, T., Simons, L., Steiner, A.K., Szekely, T., Suga, T., Thiery, W., Timmermans, M.-L., Vanderkelen, I., Wjiffels, S.E., Wu, T., Zemp, M. (2022):
GCOS EHI 1960-2020 Earth Heat Inventory Ocean Heat Content (Version 1)
World Data Center for Climate (WDCC) 10.26050/WDCC/GCOS_EHI_1960-2020_OHC - Wang, Y., Leng, P., Ma, J., Peng, J. (2022):
A method for downscaling satellite soil moisture based on land surface temperature and net surface shortwave radiation
IEEE Geosci. Remote Sens. Lett. 19 , art. 3002105 10.1109/LGRS.2021.3062453 - Wang, Z., Huang, S., Huang, Q., Duan, W., Leng, G., Guo, Y., Zheng, X., Nie, M., Han, Z., Dong, H., Peng, J. (2022):
Seasonal propagation characteristics from meteorological to hydrological drought and their dynamics in the headstreams of the Tarim River basin
J. Hydrometeorol. 23 (9), 1487 - 1506 10.1175/JHM-D-21-0250.1 - Wei, X., Huang, S., Huang, Q., Liu, D., Leng, G., Yang, H., Duan, W., Li, J., Bai, Q., Peng, J. (2022):
Analysis of vegetation vulnerability dynamics and driving forces to multiple drought stresses in a changing environment
Remote Sens. 14 (17), art. 4231 10.3390/rs14174231 - Wolf, S., Mahecha, M.D., Sabatini, F.M., Wirth, C., Bruelheide, H., Kattge, J., Martínez, A.M., Mora, K., Kattenborn, T. (2022):
Citizen science plant observations encode global trait patterns
Nat. Ecol. Evol. 6 (12), 1850 - 1859 10.1038/s41559-022-01904-x - Zheng, X., Huang, S., Peng, J., Leng, G., Huang, Q., Fang, W., Guo, Y. (2022):
Flash droughts identification based on an improved framework and their contrasting impacts on vegetation over the Loess Plateau, China
Water Resour. Res. 58 (9), e2021WR031464 10.1029/2021WR031464 - Zhou, Z., Fang, L., De Lannoy, G., Liu, X., Peng, J., Bai, X., Frappart, F., Baghdadi, N., Xing, Z., Li, M., Ma, M., Li, X., Che, T., Geng, L., Wigneron, J.-P. (2022):
Retrieval of high-resolution vegetation optical depth from Sentinel-1 data over a grassland region in the Heihe River Basin
Remote Sens. 14 (21), art. 5468 10.3390/rs14215468
2021 (29)
- Balenzano, A., Mattia, F., Satalino, G., Lovergine, F.P., Palmisano, D., Peng, J., Marzahn, P., Wegmüller, U., Cartus, O., Dąbrowska-Zielińska, K., Musial, J.P., Davidson, M.W.J., Pauwels, V.R.N., Cosh, M.H., McNairn, H., Johnson, J.T., Walker, J.P., Yueh, S.H., Entekhabi, D., Kerr, Y.H., Jackson, T.J. (2021):
Sentinel-1 soil moisture at 1 km resolution: a validation study
Remote Sens. Environ. 263 , art. 112554 10.1016/j.rse.2021.112554 - Camps-Valls, G., Campos-Taberner, M., Moreno-Martínez, Á., Walther, S., Duveiller, G., Cescatti, A., Mahecha, M.D., Muñoz-Marí, J., García-Haro, F.J., Guanter, L., Jung, M., Gamon, J.A., Reichstein, M., Running, S.W. (2021):
A unified vegetation index for quantifying the terrestrial biosphere
Sci. Adv. 7 (9), eabc7447 10.1126/sciadv.abc7447 - Cortés, J., Mahecha, M.D., Reichstein, M., Myneni, R.B., Chen, C., Brenning, A. (2021):
Where are global vegetation greening and browning trends significant?
Geophys. Res. Lett. 48 (6), e2020GL091496 10.1029/2020GL091496 - Crowhurst, D., Dadson, S., Peng, J., Washington, R. (2021):
Contrasting controls on Congo Basin evaporation at the two rainfall peaks
Clim. Dyn. 56 (5-6), 1609 - 1624 10.1007/s00382-020-05547-1 - Cuesta-Valero, F.J., García-García, A., Beltrami, H., Finnis, J. (2021):
First assessment of the earth heat inventory within CMIP5 historical simulations
Earth Syst. Dynam. 12 (2), 581 - 600 10.5194/esd-12-581-2021 - Döpper, V., Panda, S., Waigl, C., Braun, M., Feilhauer, H. (2021):
Using floristic gradient mapping to assess seasonal thaw depth in interior Alaska
Appl. Veg. Sci. 24 (1), e12561 10.1111/avsc.12561 - Estupinan-Suarez, L.M., Gans, F., Brenning, A., Gutierrez–Velez, V.H., Londono, M.C., Pabon–Moreno, D.E., Poveda, G., Reichstein, M., Reu, B., Sierra, C.A., Weber, U., Mahecha, M.D. (2021):
A regional Earth System Data Lab for understanding ecosystem dynamics: An example from tropical South America
Front. Earth Sci. 9 , art. 613395 10.3389/feart.2021.613395 - Feilhauer, H., Zlinszky, A., Kania, A., Foody, G.M., Doktor, D., Lausch, A., Schmidtlein, S. (2021):
Let your maps be fuzzy!—Class probabilities and floristic gradients as alternatives to crisp mapping for remote sensing of vegetation
Remote Sens. Ecol. Conserv. 7 (2), 292 - 305 10.1002/rse2.188 - George, J.-P., Yang, W., Kobayashi, H., Biermann, T., Carrara, A., Cremonese, E., Cuntz, M., Fares, S., Gerosa, G., Grünwald, T., Hase, N., Heliasz, M., Ibrom, A., Knohl, A., Kruijt, B., Lange, H., Limousin, J.-M., Loustau, D., Lukeš, P., Marzuoli, R., Mölder, M., Montagnani, L., Neirynck, J., Peichl, M., Rebmann, C., Schmidt, M., Lopez Serrano, F.R., Soudani, K., Vincke, C., Pisek, J. (2021):
Method comparison of indirect assessments of understory leaf area index (LAIu): A case study across the extended network of ICOS forest ecosystem sites in Europe
Ecol. Indic. 128 , art. 107841 10.1016/j.ecolind.2021.107841 - Helsen, K., Bassi, L., Feilhauer, H., Kattenborn, T., Matsushima, H., Van Cleemput, E., Somers, B., Honnay, O. (2021):
Evaluating different methods for retrieving intraspecific leaf trait variation from hyperspectral leaf reflectance
Ecol. Indic. 130 , art. 108111 10.1016/j.ecolind.2021.108111 - Hermanns, F., Pohl, F., Rebmann, C., Schulz, G., Werban, U., Lausch, A. (2021):
Inferring grassland drought stress with unsupervised learning from airborne hyperspectral VNIR imagery
Remote Sens. 13 (10), art. 1885 10.3390/rs13101885 - Huang, J., Zhang, Y., Bing, H., Peng, J., Dong, F., Gao, J., Arhonditsis, G.B. (2021):
Characterizing the river water quality in China: Recent progress and on-going challenges
Water Res. 201 , art. 117309 10.1016/j.watres.2021.117309 - Ji, C., Bachmann, M., Esch, T., Feilhauer, H., Heiden, U., Heldens, W., Hueni, A., Lakes, T., Metz-Marconcini, A., Schroedter-Homscheidt, M., Weyand, S., Zeidler, J. (2021):
Solar photovoltaic module detection using laboratory and airborne imaging spectroscopy data
Remote Sens. Environ. 266 , art. 112692 10.1016/j.rse.2021.112692 - Ji, C., Heiden, U., Lakes, T., Feilhauer, H. (2021):
Are urban material gradients transferable between areas?
Int. J. Appl. Earth Obs. Geoinf. 100 , art. 102332 10.1016/j.jag.2021.102332 - Krich, C., Migliavacca, M., Miralles, D.G., Kraemer, G., El-Madany, T.S., Reichstein, M., Runge, J., Mahecha, M.D. (2021):
Functional convergence of biosphere–atmosphere interactions in response to meteorological conditions
Biogeosciences 18 (7), 2379 - 2404 10.5194/bg-18-2379-2021 - Li, Z., Scheffler, D., Coops, N.C., Leach, N., Sachs, T. (2021):
Towards analysis ready data of optical CubeSat images: Demonstrating a hierarchical normalization framework at a wetland site
Int. J. Appl. Earth Obs. Geoinf. 103 , art. 102502 10.1016/j.jag.2021.102502 - Ling, X., Huang, Y., Guo, W., Wang, Y., Chen, C., Qiu, B., Ge, J., Qin, K., Xue, Y., Peng, J. (2021):
Comprehensive evaluation of satellite-based and reanalysis soil moisture products using in situ observations over China
Hydrol. Earth Syst. Sci. 25 (7), 4209 - 4229 10.5194/hess-25-4209-2021 - Linscheid, N., Mahecha, M.D., Rammig, A., Carvalhais, N., Gans, F., Nelson, J.A., Walther, S., Weber, U., Reichstein, M. (2021):
Time-scale dependent relations between Earth observation based proxies of vegetation productivity
Geophys. Res. Lett. 48 (24), e2021GL093285 10.1029/2021GL093285 - Lu, J., Wang, G., Chen, T., Li, S., Hagan, D.F.T., Kattel, G., Peng, J., Jiang, T., Su, B. (2021):
A harmonized global land evaporation dataset from model-based products covering 1980–2017
Earth Syst. Sci. Data 13 (12), 5879 - 5898 10.5194/essd-13-5879-2021 - Migliavacca, M., Musavi, T., Mahecha, M.D., Nelson, J.A., Knauer, J., Baldocchi, D.D., Perez-Priego, O., Christiansen, R., Peters, J., Anderson, K., Bahn, M., Black, T.A., Blanken, P.D., Bonal, D., Buchmann, N., Caldararu, S., Carrara, A., Carvalhais, N., Cescatti, A., Chen, J., Cleverly, J., Cremonese, E., Desai, A.R., El-Madany, T.S., Farella, M.M., Fernández-Martínez, M., Filippa, G., Forkel, M., Galvagno, M., Gomarasca, U., Gough, C.M., Göckede, M., Ibrom, A., Ikawa, H., Janssens, I.A., Jung, M., Kattge, J., Keenan, T.F., Knohl, A., Kobayashi, H., Kraemer, G., Law, B.E., Liddell, M.J., Ma, X., Mammarella, I., Martini, D., Macfarlane, C., Matteucci, G., Montagnani, L., Pabon-Moreno, D.E., Panigada, C., Papale, D., Pendall, E., Penuelas, J., Phillips, R.P., Reich, P.B., Rossini, M., Rotenberg, E., Scott, R.L., Stahl, C., Weber, U., Wohlfahrt, G., Wolf, S., Wright, I.J., Yakir, D., Zaehle, S., Reichstein, M. (2021):
The three major axes of terrestrial ecosystem function
Nature 598 (7881), 468 - 472 10.1038/s41586-021-03939-9 - Peng, J., Albergel, C., Balenzano, A., Brocca, L., Cartus, O., Cosh, M.H., Crow, W.T., Dabrowska-Zielinska, K., Dadson, S., Davidson, M.W.J., de Rosnay, P., Dorigo, W., Gruber, A., Hagemann, S., Hirschi, M., Kerr, Y.H., Lovergine, F., Mahecha, M.D., Marzahn, P., Mattia, F., Musial, J.P., Preuschmann, S., Reichle, R.H., Satalino, G., Silgram, M., van Bodegom, P.M., Verhoest, N.E.C., Wagner, W., Walker, J.P., Wegmüller, U., Loew, A. (2021):
A roadmap for high-resolution satellite soil moisture applications – confronting product characteristics with user requirements
Remote Sens. Environ. 252 , art. 112162 10.1016/j.rse.2020.112162 - Peng, J., Tanguy, M., Robinson, E.L., Pinnington, E., Evans, J., Ellis, R., Cooper, E., Hannaford, J., Blyth, E., Dadson, S. (2021):
Estimation and evaluation of high-resolution soil moisture from merged model and Earth observation data in the Great Britain
Remote Sens. Environ. 264 , art. 112610 10.1016/j.rse.2021.112610 - Pinnington, E., Amezcua, J., Cooper, E., Dadson, S., Ellis, R., Peng, J., Robinson, E., Morrison, R., Osborne, S., Quaife, T. (2021):
Improving soil moisture prediction of a high-resolution land surface model by parameterising pedotransfer functions through assimilation of SMAP satellite data
Hydrol. Earth Syst. Sci. 25 (3), 1617 - 1641 10.5194/hess-25-1617-2021 - Pisek, J., Erb, A., Korhonen, L., Biermann, T., Carrara, A., Cremonese, E., Cuntz, M., Fares, S., Gerosa, G., Grünwald, T., Hase, N., Heliasz, M., Ibrom, A., Knohl, A., Kobler, J., Kruijt, B., Lange, H., Leppänen, L., Limousin, J.-M., Lopez Serrano, F.R., Loustau, D., Lukeš, P., Lundin, L., Marzuoli, R., Mölder, M., Montagnani, L., Neirynck, J., Peichl, M., Rebmann, C., Rubio, E., Santos-Reis, M., Schaaf, C., Schmidt, M., Simioni, G., Soudani, K., Vincke, C. (2021):
Retrieval and validation of forest background reflectivity from daily Moderate Resolution Imaging Spectroradiometer (MODIS) bidirectional reflectance distribution function (BRDF) data across European forests
Biogeosciences 18 (2), 621 - 635 10.5194/bg-18-621-2021 - Rink, K., Şen, Ö.O., Hannemann, M., Ködel, U., Nixdorf, E., Weber, U., Werban, U., Schrön, M., Kalbacher, T., Kolditz, O. (2021):
A virtual geographic environment for the exploration of hydro-meteorological extremes
In: Dutta, S., Feige, K., Rink, K., Zeckzer, D. (eds.)
Workshop on Visualisation in Environmental Sciences (EnvirVis)
The Eurographics Association, Geneva, p. 51 - 59 10.2312/envirvis.20211084 - Skidmore, A.K., Coops, N.C., Neinavaz, E., Ali, A., Schaepman, M.E., Paganini, M., Kissling, W.D., Vihervaara, P., Darvishzadeh, R., Feilhauer, H., Fernandez, M., Fernández, N., Gorelick, N., Geizendorffer, I., Heiden, U., Heurich, M., Hobern, D., Holzwarth, S., Muller-Karger, F.E., Van De Kerchove, R., Lausch, A., Leitão, P.J., Lock, M.C., Mücher, C.A., O’Connor, B., Rocchini, D., Roeoesli, C., Turner, W., Vis, J.K., Wang, T., Wegmann, M., Wingate, V. (2021):
Priority list of biodiversity metrics to observe from space
Nat. Ecol. Evol. 5 (7), 896 - 906 10.1038/s41559-021-01451-x - Su, Z., Ma, Y., Chen, X., Dong, X., Du, J., Han, C., He, Y., Hofste, J.G., Li, M., Li, M., Lv, S., Ma, W., Polo, M.J., Peng, J., Qian, H., Sobrino, J., van der Velde, R., Wen, J., Wang, B., Wang, X., Yu, L., Zhang, P., Zhao, H., Zheng, H., Zheng, D., Zhong, L., Zeng, Y. (2021):
Monitoring water and energy cycles at climate scale in the Third Pole Environment (CLIMATE-TPE)
Remote Sens. 13 (18), art. 3661 10.3390/rs13183661 - Xing, Z., Fan, L., Zhao, L., De Lannoy, G., Frappart, F., Peng, J., Li, X., Zeng, J., Al-Yaari, A., Yang, K., Zhao, T., Shi, J., Wang, M., Liu, X., Hu, G., Xiao, Y., Du, E., Li, R., Qiao, Y., Shi, J., Wen, J., Ma, M., Wigneron, J.-P. (2021):
A first assessment of satellite and reanalysis estimates of surface and root-zone soil moisture over the permafrost region of Qinghai-Tibet Plateau
Remote Sens. Environ. 265 , art. 112666 10.1016/j.rse.2021.112666 - Yu, L., Leng, G., Python, A., Peng, J. (2021):
A comprehensive evaluation of latest GPM IMERG V06 early, late and final precipitation products across China
Remote Sens. 13 (6), art. 1208 10.3390/rs13061208
2020 (1)
- Johnson, J.E., Laparra, V., Pérez-Suay, A., Mahecha, M.D., Camps-Valls, G. (2020):
Kernel methods and their derivatives: Concept and perspectives for the earth system sciences
PLOS One 15 (10), e0235885 10.1371/journal.pone.0235885