Publications
2022 (28)
- 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
full text (doi) - 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
full text (doi) - 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
full text (doi) - 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
full text (doi) - 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
full text (doi) - 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
full text (doi) - Gruber, A., Peng, J., (2022):
Remote sensing of soil moisture
Reference Module in Earth Systems and Environmental Sciences
Elsevier, Amsterdam,
full text (doi) - 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
full text (doi) - 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
full text (doi) - 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
full text (doi) - 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
full text (doi) - 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
full text (doi) - 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
full text (doi) - 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
full text (doi) - 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
full text (doi) - 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
full text (doi) - 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.
full text (doi) - 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
full text (doi) - 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
full text (doi) - Pacheco-Labrador, J., Migliavacca, M., Ma, X., Mahecha, M., 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
full text (doi) - 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
full text (doi) - 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
full text (doi) - 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.
full text (url) - 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
full text (doi) - 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
full text (doi) - 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.
full text (doi) - 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
full text (doi) - 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
full text (doi)
2021 (30)
- 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
full text (doi) - 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
full text (doi) - 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
full text (doi) - 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
full text (doi) - 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
full text (doi) - 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
full text (doi) - 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
full text (doi) - 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
full text (doi) - 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
full text (doi) - 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
full text (doi) - 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
full text (doi) - 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
full text (doi) - 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
full text (doi) - 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
full text (doi) - 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
full text (doi) - 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
full text (doi) - 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
full text (doi) - 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
full text (doi) - 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
full text (doi) - 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
full text (doi) - 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
full text (doi) - 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
full text (doi) - 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
full text (doi) - 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
full text (doi) - 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
full text (doi) - 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., Leitãu, 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
full text (doi) - 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
full text (doi) - Wang, Y., Leng, P., Ma, J., Peng, J., (2021):
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
full text (doi) - 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
full text (doi) - 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
full text (doi)
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
full text (doi)