Datasets for top-down estimates of sectoral CO2 and CH4 emissions, terrestrial and ocean carbon exchanges, and atmospheric concentrations over the Korean Peninsula
2026
Hong, Jinkyu, Shim, Changsub, Koo, Bonhoon, Kwon, Doyoon, Saikawa, Eri, Avramov, Alex
Reflectance
DDNet: A dual deep neural network framework for highefficiency operational PM2. 5 and AOD550 forecasting with data assimilation
2026
Cai, Shengjuan, Fang, Fangxin, Peuch, VincentHenri, Alexe, Mihai, Navon, Ionel Michael, Wang, Yanghua
Aerosol Backscatter, Aerosol Extinction, Aerosol Optical Depth/Thickness , Angstrom Exponent, Aerosol Particle Properties, Aerosol Radiance, Carbonaceous Aerosols, Cloud Condensation Nuclei, Dust/Ash/Smoke , Nitrate Particles, Organic Particles, Particulate Matter, Sulfate Particles, Trace Gases/Trace Species , Atmospheric Emitted Radiation, Emissivity, Optical Depth/Thickness, Radiative Flux, Reflectance , Transmittance, Atmospheric Stability, Humidity , Total Precipitable Water, Water Vapor Profiles, Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Liquid Water/Ice, Cloud Optical Depth/Thickness, Cloud Asymmetry, Cloud Ceiling, Cloud Frequency, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Cloud Emissivity, Cloud Radiative Forcing, Cloud Reflectance, Rain Storms, Atmospheric Ozone
Deconstructing Spatial Connectivity of Multiple Ecosystem Services in the GuangdongHong KongMacao Greater Bay Area: A Spatial Network Approach
2026
Wu, Linlin, Fan, Fenglei
AMPHIBIANS
Decoupling between heavy precipitation expansion and population exposure in a warming world
2026
Zhou, Han, Huang, Jiejun, Zhang, Yue, Fan, Xingwang, Chen, Ximing, Sun, Yaqi, Zhou, Wen
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Total Surface Precipitation Rate
Decoupling of greenness and photosynthesis regulates phenological shifts
2026
Xue, Jinru, Renzullo, Luigi J., Huete, Alfredo
Reflectance
Deep convective trace gas transport to the UTLS: Highlighting remote sensing and modeling challenges with ACCLIP campaign in situ CO observations
2026
Gurganus, Colin, Rollins, Andrew, Waxman, Eleanor, Pan, Laura L., Smith, Warren P., Tilmes, Simone, Chin, Mian, Bian, Huisheng, Viciani, Silvia, DAmato, Francesco, Bianchini, Giovanni, Barucci, Marco, Campos, Teresa, Ullmann, Kirk, Iraci, Laura T., Podolske, James R., Davis, Sean, Baier, Bianca C., Barret, Brice, Le Flochmoen, Eric, Clerbaux, Cathy, Boynard, Anne, DeLone, Samantha, Bednarz, Ewa, Schwarz, Joshua P., Thornberry, Troy D.
Precipitation Rate , Water Vapor Flux
DeepSoil: Physics-Guided Learning for High-Resolution Soil Moisture Mapping from Surface to Root-Zone via Multimodal Sensing and Process-Based Modeling
2026
Khandelwal, Paahuni, Bachinin, Andrei, Faruk, Tanjim Bin, Lewark, Everett, Pallickara, Sangmi Lee, Pallickara, Shrideep
Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI) , Soil Temperature, Soil Moisture/Water Content
An Analysis of Agricultural Total Factor Productivity Growth and Its Determinants in Bolivia
2026
Schling, Maja, Ortiz, Maria Camila, Perez Massard, Renee Gabriela, Saenz Somarriba, Magaly, Chang Huaita, Rodrigo Ysaac
Land Surface Temperature , Emissivity
An Antarctic ecosystem value index to quantify ecological value across trophic levels and over time
2026
DuVivier, Alice K., Krumhardt, Kristen M., Landrum, Laura L., Sylvester, Zephyr, Sen, Bilgecan, Labrousse, Sara, Che-Castaldo, Christian, Eparvier, Alice, Holland, Marika M., LaRue, Michelle A., Nissen, Cara, Levy, Michael N., Jenouvrier, Stephanie, Brooks, Cassandra
Sea Ice Concentration
An AOD-Integrated Remote Sensing Ecological Index for Assessing Ecological Quality Dynamics and Management Zoning in the Shenyang Metropolitan Area (20002025)
2026
Shi, Tuo, Li, Fangyuan, Wang, Mingyu, Li, Chunjiao, Qi, Li, Dong, Yuzhu, Hu, Lingxue
Reflectance , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Aerosol Optical Depth/Thickness , Land Surface Temperature , Emissivity
An Ecological Modelling Approach to Support Peru Wildlife Conservation
2026
CotrinaSanchez, Alexander, RojasBriceno, Nilton B., Guzman, Betty K., Valentini, Riccardo, Laurin, Gaia Vaglio
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
An Evaluation of Machine Learning Methods for Leaf Area Index Retrieval
2026
Wang, Dong, Miao, Lijuan, Lu, Yutian, Jiang, Hanyang, Liu, Qiang
Reflectance
An expanding human footprint drives escalating humanelephant conflict across a transboundary African landscape through 2085
2026
Patrick, Evan, Pepperdine, Maxwell, Yu, Christy, Pesek, Sophie, Somhegyi, Olivia, Krieger, Joana M, McManus, Nickolas, Fabiano, Ezequiel, Sikopo, Colgar, Roehrdanz, Patrick R, Larsen, Ashley
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
An integrated framework for assessing human interventions, climate change, and water resilience in the Northeastern India
2026
Singh, Vishal, Singh, Pushpendra Kumar, Rani, Deepti, Singh, Surjeet, Singh, Sudhir Kumar
Land Use/Land Cover Classification
An operational global L-band soil moisture and vegetation optical depth dataset from optimized 40 SMOS brightness temperatures for 20102024
2026
Xing, Zanpin, Li, Xiaojun, Frappart, Frederic, De Lannoy, Gabrielle, Jagdhuber, Thomas, Peng, Jian, Fan, Lei, Ma, Hongliang, Karthikeyan, Lanka, Liu, Xiangzhuo, Wang, Mengjia, Zhao, Lin, Liu, Yongqin, Wigneron, Jean-Pierre
Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Plant Phenology, Brightness Temperature, Surface Soil Moisture
Analysis of runoff dynamics and flood formation: An investigation through an explainable deep learning framework
2026
Wang, Tian, Zhang, Lidan, Wang, Yuming, Zhou, Zhaoqiang, Dai, Yongjiu
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Analysis of vegetation cover change trends and mutation detection in stable vegetation type regions of Northeast China from 2001 to 2022 based on BEAST ...
2026
Yang, Cuicui, Zhang, Chao, Shi, Liangshu, Qiu, Chi, Chen, Chang, Li, Shaner, Wang, Beibei, Zhao, Lihua, Bai, Xuechuan, Mandakh, Urtnasan
Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI) , Leaf Characteristics, Photosynthetically Active Radiation , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Analyzing meteorological effects on crop yield and yield prediction through machine learning with different data partitioning approaches: A case study from Czech Republic
2026
Petrovic, Bojana, Paluba, Daniel, Nofrizal, Adenan Yandra, Kucera, Ales
Root Zone Soil Moisture, Surface Soil Moisture
Antarctic seaice loss enhances East Asian summer precipitation through tropical ocean warming
2026
Zhu, Zhu, Liu, Jiping, Song, Mirong, Yang, Qinghua
Sea Ice Concentration
Anthropogenic landscapes and vector-borne disease dynamics: Unveiling the complex interplay between Human Footprint and disease transmission in Colombia
2026
Gutierrez, Juan D., Quintero-Garcia, Wendy L., Xiao, Yanyu, Miller, F. DeWolfe, Cuadros, Diego F.
Land Use/Land Cover Classification , Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
Anthropogenic, biophysical, and climate-driven spatiotemporal dynamics of terrestrial ecosystem carbon sink capacity in the North China Plain region (20052024)
2026
Muluneh, Melese Genete, Zhang, Yuanxun, Hopke, Philip K., Traware, Ousseynou, Wang, Lijing, Chen, Junpai
Autotrophic Respiration (ra), Heterotrophic Respiration (rh)
Application of machine learning to improve reanalysis soil temperatures
2026
Herrington, Tyler C., Erler, Andre R., Fletcher, Christopher G.
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration , Wind Speed , Rain , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Cover , Snow Depth , Snow Water Equivalent , Runoff
Application of the water accounting plus (WA+) framework for the
2026
Phiri, Micheal Katongo, Banda, Kawawa, Leh, Mansoor, Velpuri, Naga, Tinonetsana, Primrose
Photosynthesis, Primary Production, Vegetation Productivity, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI) , Leaf Characteristics, Photosynthetically Active Radiation
Aridification enhancing vegetation sensitivities to soil and atmospheric
2026
Wang, Zhikai, Chen, Wen, Piao, Jinling, Chen, Shangfeng, Wu, Changhao
Land Use/Land Cover Classification
Asian dust emissions under climate change
2026
Zhou, Xiaoyou, Huang, Jianping, Chen, Siyu, Fu, Li, Ding, Shiyun
Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI) , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)