| Remote sensing of grass response to drought stress using spectroscopic techniques and canopy reflectance model inversion B Bayat, C Van der Tol, W Verhoef Remote sensing 8 (7), 557, 2016 | 77 | 2016 |
| Integrating satellite optical and thermal infrared observations for improving daily ecosystem functioning estimations during a drought episode B Bayat, C Van der Tol, W Verhoef Remote Sensing of Environment 209 (2018), 375-394, 2018 | 57 | 2018 |
| Toward operational validation systems for global satellite-based terrestrial essential climate variables B Bayat, F Camacho, J Nickeson, M Cosh, J Bolten, H Vereecken, ... International Journal of Applied Earth Observation and Geoinformation 95, 102240, 2021 | 32 | 2021 |
| Soil moisture product validation good practices protocol C Montzka, M Cosh, J Nickeson, F Camacho, B Bayat, A Al Bitar, A Berg, ... | 31 | 2021 |
| Extending the SCOPE model to combine optical reflectance and soil moisture observations for remote sensing of ecosystem functioning under water stress conditions B Bayat, C van der Tol, P Yang, W Verhoef Remote sensing of environment 221, 286-301, 2019 | 31 | 2019 |
| Developing food, water and energy nexus workflows I McCallum, C Montzka, B Bayat, S Kollet, A Kolotii, N Kussul, M Lavreniuk, ... International journal of digital earth, 2019 | 26 | 2019 |
| Retrieval of land surface properties from an annual time series of Landsat TOA radiances during a drought episode using coupled radiative transfer models B Bayat, C van der Tol, W Verhoef Remote sensing of environment 238, 110917, 2020 | 24 | 2020 |
| Data–driven classification of landslide types at a national scale by using Artificial Neural Networks G Amato, L Palombi, V Raimondi International Journal of Applied Earth Observation and Geoinformation 104 …, 2021 | 20 | 2021 |
| Using Long Short-Term Memory networks to connect water table depth anomalies to precipitation anomalies over Europe Y Ma, C Montzka, B Bayat, S Kollet Hydrology and earth system sciences 25 (6), 3555-3575, 2021 | 18 | 2021 |
| The SARSense campaign: Air-and space-borne C-and L-band SAR for the analysis of soil and plant parameters in agriculture D Mengen, C Montzka, T Jagdhuber, A Fluhrer, C Brogi, S Baum, ... Remote sensing 13 (4), 825, 2021 | 16 | 2021 |
| Sentinel-2 analysis of spruce crown transparency levels and their environmental drivers after summer drought in the Northern Eifel (Germany) C Montzka, B Bayat, A Tewes, D Mengen, H Vereecken Frontiers in forests and global change 4, 667151, 2021 | 15 | 2021 |
| Comprehensive land use planning and land planning in urban watersheds using GIS (Case study of Mahidasht Basin) B Bayat, AA Mettkan, B Rahmani, B Arabic Geographical chapter of environmental preparation 4 (13), 119-135, 2011 | 11* | 2011 |
| An indirect approach based on Long Short-Term Memory networks to estimate groundwater table depth anomalies across Europe with an application for drought analysis Y MA, C Montzka, B Bayat, S Kollet Frontiers in Water, 142, 2021 | 7 | 2021 |
| Analyzing daily estimation of forest gross primary production based on harmonized Landsat-8 and Sentinel-2 product using SCOPE process-based model R Raj, B Bayat, P Lukeš, L Šigut, L Homolová Remote sensing 12 (22), 3773, 2020 | 7 | 2020 |
| Land use planning of urban watersheds using GIS B Bayat, AA Motakan, B Rahmani, B Arabi Journal of Environmental Based Territorial planning 13, 119-135, 2011 | 7 | 2011 |
| Modeling reflectance, fluorescence and photosynthesis: Development of the scope model C van der Tol, N Vilfan, P Yang, B Bayat, W Verhoef IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018 | 5 | 2018 |
| Simulation of Daily Stream Flow and the Effects of Land Use Changes Using WetSpa Model in GIS - Case study: Merek Watershed, Kermanshah Province, Iran (In Persian) AA Matkan, H Zeinivand, B Bayat, A Ghafuri, B Mirbagheri Iranian Journal of Remote sensing and GIS 10 (2), 2011 | 4 | 2011 |
| One decade (2011–2020) of European agricultural water stress monitoring by MSG-SEVIRI: workflow implementation on the Virtual Earth Laboratory (VLab) platform B Bayat, C Montzka, A Graf, G Giuliani, M Santoro, H Vereecken International journal of digital earth 15 (1), 730-747, 2022 | 3 | 2022 |
| Monitoring Soil Moisture Deficit Effects on Vegetation Parameters Using Radiative Transfer Models Inversion and Hyperspectral Measurements Under Controlled Conditions B Bayat, C Van der Tol, W Verhoef Living Planet Symposium 740, 107, 2016 | 3 | 2016 |
| Using Long Short-Term Memory networks to connect water table depth anomalies to precipitation anomalies over Europe Y Ma, C Montzka, B Bayat, S Kollet Hydrology and Earth System Sciences Discussions 2020, 1-30, 2020 | 2 | 2020 |
Carsten MontzkaForschungszentrum JülichGeverifieerd e-mailadres voor fz-juelich.de
