Unprecedented Amazonian rainforests damage during the 20232024 droughts
2026
Bai, Hao, Liu, Xiangzhuo, Yang, Hui, Chave, Jerome, Ciais, Philippe, Wigneron, Jean-Pierre, Saatchi, Sassan, Xiao, Jingfeng, Le Toan, Thuy, Hu, Xiaomei, Yang, Ziyan, Wang, Lijun, Fan, Lei, Yao, Yitong, Chen, Xiuzhi, Liu, Yanxu, Xue, Baolin, Guo, Qinghua, Tang, Zhiyao, Liu, Hongyan, Fang, Jingyun, Tao, Shengli
Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography , Vegetation Height, Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance , Anisotropy
Why methane surged in the atmosphere during the early 2020s
2026
Ciais, P., Zhu, Y., Cai, Y., Lan, X., Michel, S. E., Zheng, B., Zhao, Y., Hauglustaine, D. A., Lin, X., Zhang, Y., Sun, S., Tian, X., Zhao, M., Wang, Y., Chang, J., Dou, X., Liu, Z., Andrew, R., Quinn, C. A., Poulter, B., Ouyang, Z., Yuan, W., Yuan, K., Zhu, Q., Li, F., Pan, N., Tian, H., Yu, X., Rocher-Ros, G., Johnson, M. S., Li, M., Li, M., Feng, D., Raymond, P., Yang, X., Canadell, J. G., Jackson, R. B., Yu, X., Li, Y., Saunois, M., Bousquet, P., Peng, S.
METHANE FLUX
Widespread biophysical cooling effects due to post-fire greening
2026
Xi, Huipeng, Wang, Qunming, Xiao, Yuelong, Guo, Ru, Tong, Xiaohua, Atkinson, Peter M.
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Albedo , Anisotropy, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Plant Phenology, Enhanced Vegetation Index (EVI), Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Burned Area, Land Use/Land Cover Classification , Land Surface Temperature , Emissivity
Amazon forest loss: An all-sky biophysical top-of-atmosphere cooling feedback
2026
Dror, Tom, Feingold, Graham
Atmospheric Emitted Radiation, Emissivity, Optical Depth/Thickness, Radiative Flux, Reflectance , Transmittance, Clouds , Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Liquid Water/Ice, Cloud Optical Depth/Thickness, Cloud Precipitable Water, Cloud Asymmetry, Cloud Ceiling, Cloud Frequency, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Cloud Emissivity, Cloud Radiative Forcing, Cloud Reflectance, Cloud Types, Land Use/Land Cover Classification
An eco-evolutionary optimality model explains the acclimated temperature
2026
Gan, Wenyao, Alizadeh, Nabil, Best, Martin, Vidale, Pier Luigi, Prentice, I. Colin, Harrison, Sandy P.
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation
An End-to-End Foundation Model-Based Framework for Robust LAI Retrieval
2026
Gu, Xiangfeng, Li, Wenyuan, Guan, Shikang
Reflectance
An Explainable Machine Learning Framework for Flood Damage Mapping Using Remote Sensing and Ground-Based Data: Application to the Basilicata Ionian Coast (Italy)
2026
Dal Sasso, Silvano Fortunato, Rondinone, Marica, Aung, Htay Htay, Telesca, Vito
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
An improved global database and model of plant available soil phosphorus
2026
McDowell, Richard W., Noble, Alasdair D. L., Doscher, Crile, Helfenstein, Julian
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification
An integrated heat and pollution index for sustainable urban planning: Evidence from Delhi
2026
Kuttippurath, Jayanarayanan, Patel, Vikas Kumar
Land Use/Land Cover Classification
An Interpretable PhysicsGuided Deep Learning (IPGDL) Framework for BlueGreen Water Robust Projection and Nonlinear Interpretation in the River Basin
2026
Guo, Zhonghui, Feng, Chang, Liu, Qing, Yang, Liu, Lu, Yikun, Liu, Yan, Zhao, Boning, Wang, Dan
Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux
Analyzing the combined drought index using geospatial technology in the Tigray Region, northern Ethiopia
2026
Tela, Yonas Tesfay, Kipkulei, Harison Kiplagat, Sieber, Stefan
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Annual irrigated cropland mapping reveals uneven expansion and rising
2026
Tolera, Abera Misgana, Zhang, Chao, You, Nanshan, Dong, Jinwei
Crop/Plant Yields, Landscape Patterns, Cropland, Reflectance , Vegetation Cover
Annually resolved atmospheric CO2 growth rate over the past nine centuries
2026
Zhang, Xu, Li, Jinbao, Liu, Laibao
Land Use/Land Cover Classification
A 1-km resolution dataset of affordability-constrained accessibility to elderly care facilities in China
2026
Wang, Xiao, Xu, Quanli, Wang, Yu, Wu, Fengzhi
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A bio-inspired artificial intelligence framework leveraging remote sensing for groundwater storage modeling in climate-stressed regions
2026
Elmotawakkil, Abdessamad, Youssef, Ali Ait, Jaldi, Saad, Bouhassane, Mohammed, Karkouri, Adnane Al, Moumane, Adil
Land Surface Temperature , Emissivity
A Cloud-Native Alternative Correction for Landsat-8/9 Collection 2 Surface Reflectance over Inland Waters
2026
Bi, Shun, Shi, Kun, Xu, Jie
Reflectance
A concise real-time identification method of maize phenological period
2026
Zhu, Bingxue, Wu, Huizhu, Li, Sijia, Chen, Liwen, Song, Kaishan
Reflectance
A Time-Explicit Spatiotemporal Modelling Framework for Landslide Susceptibility Driven By Cumulative Precipitation and Runoff Concentration
2026
Pei, Wenjie, Chen, Yonggang, Wang, Hailin, Chen, Benyue
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A Transboundary Air Quality CoBenefit of Ecological Restoration in Mongolia
2026
Qiu, Pengcheng, Guan, Xiaodan, Huang, Jianping, Da, Pengbo, Ding, Yuhang, Jin, Zhiyuan
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Albedo , Anisotropy, Reflectance
A versatile classification model for assessing tree crown components across Central Amazon forests using RGB drone imagery
2026
Simonetti, Adriana, Marra, Daniel Magnabosco, Goncalves, Nathan Borges, Lopes, Aline P., Higuchi, Niro, Wu, Jin, Nelson, Bruce Walker
Land Use/Land Cover Classification
Accuracy evaluation of multi-rotor UAV gravity data
2026
Li, Haonan, Liu, Ziwei, Xiao, Chi, Zhou, Hao, Chu, Ning, Yang, Shuhuai, Wu, Xingtao
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
Adaptive Photon Cloud Classification for Forest Canopies: A
2026
Xia, Tingting, Huang, Jiapeng, Wu, Hua, Shuai, Yanmin, Mo, Fan, Xu, Nan
Vegetation Index , Landscape Patterns
Advancing effective and representative sampling designs for national
2026
Diez-Pastor, Elena, Le, Huong, la Rosa, Jose Armando Alanis-de, Aldrete-Leal, Metzli Ileana, Cuenca-Lara, Rubi Angelica, Medina-Casillas, Sandra Liliana, Park, Taejin, Ramos-Madrigal, Rodrigo, Santacruz-Carrillo, Malinali, Smith, Elizabeth M., Vargas, Rodrigo
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity
Advancing Urban Carbon Emission Downscaling to 1 km Resolution: A Deep LearningBased SocioEconomicEnvironmental (
SEE
) Framework
2026
Shen, Zehao, Feng, Yuning, Fraedrich, Klaus, Du, Mingyi
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Aerosol and non-aerosol drivers of regional trends in top-of-atmosphere Albedo over 2002-2020
2026
Clement, Noe, Bellouin, Nicolas, Boucher, Olivier, Quaas, Johannes, Jia, Hailing, Tegen, Ina
Aerosol Backscatter, Aerosol Extinction, Aerosol Optical Depth/Thickness , Angstrom Exponent, Aerosol Particle Properties, Aerosol Radiance, Carbonaceous Aerosols, Dust/Ash/Smoke , Nitrate Particles, Organic Particles, Particulate Matter, Sulfate Particles, Optical Depth/Thickness, Radiative Flux, Reflectance , Albedo , Anisotropy, Emissivity, Land Surface Temperature