A 500-m Agricultural Drought Impact Dataset in China's Main Grain Region: Toward Impact-Based Drought Monitoring
2026
Shi, Jiali, Sang, Yan-Fang, AghaKouchak, Amir, Dash, Sonam Sandeep, Chan, Faith Ka Shun
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
A novel active-microwave method to estimate 1 km vegetation optical depth over the Heihe River Basin
2026
Lu, Zhixuan, Fan, Lei, De Lannoy, Gabrielle, Bai, Xiaojing, Liu, Xiangzhuo, Xing, Zanpin, Zhou, Zhilan, Zeng, Jiangyuan, Frappart, Frederic, Peng, Jian, Che, Tao, Geng, Liying, Li, Xiaojun, Li, Xin, Baghdadi, Nicolas, Wigneron, Jean-Pierre
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
A machine learning-based wildfire susceptibility mapping framework for
2026
Yan, Kaida, Zhao, Fengjun, Shu, Lifu, Liu, Yongqiang, Wang, Mingyu, Si, Liqing, Li, Weike, Li, Xiaoxiao, Zhang, Shiyuan, Li, Siwei, Wang, Jinglu
Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY, Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
Amazon forest nutrient limitation is mitigated by distant fire emissions
2026
Descals, Adria, Janssens, Ivan A., Penuelas, Josep
Solar Induced Fluorescence, Chlorophyll , Primary Production, Leaf Characteristics, Reflectance , Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area, Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Contrasting Biogenic Isoprene Emission Responses to La Nina and El Nino Driven by Temperature: Insights from HCHO-Based Global Inversion
2026
Li, Hui, Ciais, Philippe, Kumar, Pramod, Broquet, Gregoire, Chevallier, Frederic, Hauglustaine, Didier A., Millet, Dylan B., Wells, Kelley C., Lian, Jinghui, Bourtsoukidis, Efstratios, Zhang, Kexin, Zheng, Bo
Primary Production, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp), Reflectance
Aridity modulates spatiotemporal changes in carbon allocation to leaves in Northern Hemisphere grasslands
2026
Wu, Xiao, Bai, Wenrui, Gao, Chengxi, Zhou, Wencun, Lin, Shaozhi, Dai, Junhu, Wang, Huanjiong
Primary Production, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp), Reflectance
Application of a SIF-based photochemical model to improve the estimation
2026
Guo, Chenhui, Liu, Zhunqiao, Lu, Xiaoliang
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation
Assessing the spatiotemporal dynamics of wildfire drivers in Southeast Asia: An explainable spatial machine learning framework
2026
Xia, Lei, Yang, Zhixian, Yang, Yongling, Han, Liang, Jia, Chengwen, Li, Jie, Fan, Wenxuan, Liu, Rui
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Assessing Flash Drought Development and Propagation Across the Contiguous United States Using Remote Sensing
2026
Zeraati, Masoud, Farahmand, Alireza, Seager, Richard, Fowler, Hayley J., Madani, Nima, Parazoo, Nicholas, Manning, Colin, White, Christopher J., Wen, Yixin, Mehran, Ali, AghaKouchak, Amir
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain, Carbon Monoxide , Geopotential Height, Tropopause, Methane, Atmospheric Ozone, Surface Pressure, Outgoing Longwave Radiation, Air Temperature, Upper Air Temperature, Humidity , Total Precipitable Water, Water Vapor, Water Vapor Profiles, Cloud Liquid Water/Ice, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Skin Temperature, Sea Surface Temperature , Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Surface Winds , Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff
Assimilation of solarinduced fluorescence satellite observations in the
European Centre for MediumRange Weather Forecasts
integrated forecast system
2026
Garrigues, Sebastien, de Rosnay, Patricia, Weston, Peter, Rudiger, Christoph, Bacour, Cedric, Fairbairn, David, Vanderbecken, Pierre, RojasMunoz, Oscar, Pinnington, Ewan, AgustiPanareda, Anna, Boussetta, Souhail, Calvet, JeanChristophe, Engelen, Richard
Primary Production, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp), Reflectance
Canopy Rainfall Storage Capacity Quantified Across the Diversely
2026
Sandquist, Abigail G., Good, Stephen P., Barinas, Gabriel, Allen, Scott T.
Terrestrial Ecosystems , Biomass, LIDAR WAVEFORM, Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
ClimaLand: A Land Surface Model Designed to Enable Data-Driven
2026
Deck, Katherine, Braghiere, Renato K., Renchon, Alexandre A., Sloan, Julia, Bozzola, Gabriele, Speer, Edward, Ben Mackay, J., Reddy, Teja, Phan, Kevin, GagneLandmann, Anna L., Li, Yuchen, Yatunin, Dennis, Charbonneau, Andrew, EfratHenrici, Nat, Bach, Eviatar, Ma, Shuang, Gentine, Pierre, Frankenberg, Christian, Bloom, A. Anthony, Wang, Yujie, Longo, Marcos, Schneider, Tapio
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation
Climate change will increase forest disturbances in Europe throughout the 21st century
2026
Grunig, Marc, Rammer, Werner, Senf, Cornelius, Albrich, Katharina, Andre, Frederic, Augustynczik, Andrey L. D., Baumann, Martin, Bohn, Friedrich J., Bouwman, Meike, Bugmann, Harald, Collalti, Alessio, Cristal, Irina, Dalmonech, Daniela, De Coligny, Francois, Dobor, Laura, Dollinger, Christina, Espelta, Josep Maria, Forrester, David I., Garcia-Gonzalo, Jordi, Gonzalez-Olabarria, Jose Ramon, Hiltner, Ulrike, Hlasny, Tomas, Honkaniemi, Juha, Huber, Nica, Jonard, Mathieu, Jonsson, Anna Maria, Kunstler, Georges, Lagergren, Fredrik, Lindner, Marcus, Mina, Marco, Moos, Christine, Morin, Xavier, Muys, Bart, Nabuurs, Gert-Jan, Nieberg, Mats, Patacca, Marco, Peltoniemi, Mikko, Reyer, Christopher P. O., Schelhaas, Mart-Jan, Storms, Ilie, Thom, Dominik, Toigo, Maude, Seidl, Rupert
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Climate-Driven Changes in Wildfire Seasonality Across North America
2026
Fan, Fanglu, Tao, Chenliang, Zhang, Yuqiang, Shindell, Drew, Zhang, Hongliang
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area, Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Commodity-driven deforestation doubles local warming from tropical forest loss
2026
Smith, Callum, Baker, Jessica C A, Doggart, Nike H, Argles, Arthur P K, Robertson, Eddy, Chadwick, Robin, Adami, Marcos, Coelho, Caio A S, Spracklen, Dominick V
Land Use/Land Cover Classification , Albedo , Anisotropy, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI) , Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Land Surface Temperature , Emissivity
EcoTWIN 1.0: a fully distributed tracer-aided ecohydrological model tracking water, isotopes, and nutrients
2026
Wu, Songjun, Tetzlaff, Doerthe, Zheng, Yi, Soulsby, Chris
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
District-Level Groundnut Yield Prediction in Gujarat State Using Machine Learning and Remote Sensing Data
2026
Nayakpara, Drashti, Prajapati, Divya, Pandey, Kamal, Patel, N. R.
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Drivers and regional heterogeneity of cropland net ecosystem productivity across China's three major plains
2026
Wang, Peng, Xue, Yong, Yan, Zhigang, Yin, Wenping, He, Botao, Li, Pei
Soil Respiration, Ecosystem Functions, Soil Respiration, Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Declining grassland canopy height in China under asymmetric biomass allocation
2026
Li, Huaqiang, Hu, Xinmiao, Li, Fei, Zhang, Yingjun, Lin, Kejian, Wang, Jie, Wang, Jiating
Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography , VEGETATION HEIGHT, Reflectance , Digital Elevation/Terrain Model (DEM) , VIEWING GEOMETRY, Terrain Elevation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Global daily 1 km gapless XCO2 (20032023) derived from multi-satellite observations and a spatiotemporal deep learning framework
2026
Wang, Jiawei
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Global near real-time 500 m 10 d FPAR dataset from MODIS and VIIRS for operational agricultural monitoring and crop yield forecasting
2026
Seguini, Lorenzo, Klisch, Anja, Meroni, Michele, Vrieling, Anton, Manfron, Giacinto, Atzberger, Clement, Rembold, Felix
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification
Global patterns and controls of terrestrial above-and belowground
2026
Wang, Shuai, Wang, Yingping, Zhang, Lu, Cheng, Lei, Zou, Kaijie, Zhou, Lihao, Wang, Yafei, Ye, Linyuan, Wu, Yue, Chang, Liwei, Qin, Shujing, Liu, Pan
Biomass Dynamics, Primary Production, Biomass, Photosynthesis, VEGETATION PRODUCTIVITY, Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Fuzzy Cognitive Maps in Corn Yield Forecast
2026
Kokhan, Svitlana, Popov, Mykhailo, Alpert, Sofiia, Andreiev, Artem, Drozdivskyi, Oleg, Temna, Yuliia, Sybirtseva, Oksana, Dorofey, Yelizaveta
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature , Emissivity, Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY
FoScenes: A high-fidelity, large-scale 3D forest plant area density product derived from open-access airborne lidar data
2026
Zhou, Cailin, Yin, Tiangang, Wei, Shanshan, Cook, Bruce D., Tan, Weiwei, Yan, Wai Yeung, Chen, Qi, Gastellu-Etchegorry, Jean-Philippe
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification
Locally Relevant Streamflow by Integrating a Land Surface Model Ensemble With a TwoStage LSTM PostProcessor
2026
Magotra, Bhanu, Saharia, Manabendra
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)