A Generalized Spatiotemporally Weighted Boosted Regression to Predict
2025
Wu, Ritu, Hong, Zhimin, Du, Wala, Shan, Yu, Ying, Hong, Wu, Rihan, Gantumur, Byambakhuu
Land Use/Land Cover Classification , Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
A global urban tree leaf area index dataset for urban climate modeling
2025
Dong, Wenzong, Yuan, Hua, Lin, Wanyi, Liu, Zhuo, Xiang, Jiayi, Wei, Zhongwang, Li, Lu, Li, Qingliang, Dai, Yongjiu
Land Use/Land Cover Classification , Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
A Global, Multidecadal Carbon Monoxide (CO) Record from the Sounder AIRS/CrIS System
2025
Wang, Tao, Payne, Vivienne H., Manning, Evan, Pagano, Thomas S., Lambrigtsen, Bjorn, Monarrez, Ruth
Tropospheric Ozone, Tropopause, Atmospheric Chemistry, Carbon And Hydrocarbon Compounds, Methane, Outgoing Longwave Radiation, Atmospheric Temperature , Surface Temperature , Air Temperature, Skin Temperature, Upper Air Temperature, Vertical Profiles, Atmospheric Water Vapor, Layered Precipitable Water, Total Precipitable Water, Cloud Properties, Cloud Fraction, Cloud Top Temperature, Precipitation , Skin Temperature, Ocean Temperature, Sea Surface Skin Temperature, Carbon Monoxide , Geopotential Height, Atmospheric Ozone, Surface Pressure, Water Vapor Profiles, Cloud Droplet Concentration/Size, Cloud Liquid Water/Ice, Cloud Optical Depth/Thickness, Cloud Height, Cloud Top Pressure, Cloud Vertical Distribution, Cloud Types, Precipitation Rate , Emissivity, Sea Surface Temperature , Air Quality , Atmospheric Pressure, Water Vapor Indicators, Water Vapor, Carbon Monoxide Profiles, Sulfur Dioxide
A high resolution, gridded product for vapor pressure deficit using Daymet
2025
Corak, Nicholas K., Thornton, Peter E., Lowman, Lauren E. L.
Land Use/Land Cover Classification , Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent , Vapor Pressure, Shortwave Radiation, Surface Pressure, Longwave Radiation, Surface Temperature , Evaporation, Humidity , Convection, Surface Winds , Rain , Land Surface Temperature , Plant Phenology, Enhanced Vegetation Index (EVI)
A field and remote sensing assessment of rates and drivers of tree cover loss in island catchments: variation in global model accuracy
2025
Metherall, Nicholas, Beavis, Sara, Naikatini, Alivereti, Wales, Nathan, Holland, Elisabeth, Waqa-Sakiti, Hilda, Tuiwawa, Marika
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
A Flexible Snow Model (FSM 2.1. 1) including a forest canopy
2025
Essery, Richard, Mazzotti, Giulia, Barr, Sarah, Jonas, Tobias, Quaife, Tristan, Rutter, Nick
Albedo , Anisotropy, Reflectance
A Framework for Assessing the Habitat Correlates of Spatially Explicit Population Trends
2025
Stillman, Andrew N., Davis, Courtney L., Dunham, Kylee D., RuizGutierrez, Viviana, Rodewald, Amanda D., Johnston, Alison, Auer, Tom, StrimasMackey, Matt, Ligocki, Shawn, Fink, Daniel
Land Use/Land Cover Classification
A dataset on metal-related production activities and their socio-environmental impacts in Canada
2025
Pellan, Marin, Greffe, Titouan, Majeau-Bettez, Guillaume, de Bortoli, Anne
Land Use/Land Cover Classification
A decade-long flow reversal in the intergyre region of the eastern north
2025
Gonzalez-Pola, Cesar, Somavilla, Raquel, Grana, Rocio, Viloria, Amaia, Ibanez-Tejero, Laura
Sea Surface Temperature
A Deep Learning Approach to Downscaling Microwave Land Surface
2025
Waring, Abigail Marie, Ghent, Darren, Moffat, David, Jimenez, Carlos, Remedios, John
Emissivity, Vegetation Index , Snow Cover , Emissivity, Vegetation Index , Snow Cover , Land Surface Temperature
A deep learning method for generating gap-free FAPAR time series from
2025
Zhang, Guodong, Yin, Gaofei, Zhao, Wei, Wang, Meilian, Verger, Aleixandre
Land Use/Land Cover Classification
A General Model for the Seasonal to Decadal Dynamics of Leaf Area
2025
Zhou, Boya, Cai, Wenjia, Zhu, Ziqi, Wang, Han, Harrison, Sandy P., Prentice, I. Colin
Land Use/Land Cover Classification , Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover
A global land-use data cube 19922020 based on the Human Appropriation of Net Primary Production
2025
Matej, Sarah, Weidinger, Florian, Kaufmann, Lisa, Roux, Nicolas, Gingrich, Simone, Haberl, Helmut, Krausmann, Fridolin, Erb, Karl-Heinz
Land Use/Land Cover Classification
A global long-term daily multilayer soil moisture dataset derived from machine learning
2025
Wei, Zeyang, Wei, Lifei, Wang, Ting, Lu, Qikai, Tian, Shuang, Zhang, Fei, Zhong, Yanfei
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 , Land Use/Land Cover Classification
A global near real-time dataset of Microwave Integrated Drought Index from the Fengyun-3 satellites
2025
Zhang, Anzhi, Gao, Hao, Xu, Ronghan, Li, Xiaoqing, Zhao, Huichen, Jia, Gensuo
Precipitation , Rain , Precipitation Amount, Precipitation Rate , Snow, Vegetation Water Content, Soil Moisture/Water Content , Skin Temperature, Land Use/Land Cover Classification
A Global Regionalisation of Tree Functional Capacity
2025
Jimenez, Yohana G., Paz, Andrea, BialicMurphy, Lalasia, Crowther, Thomas, Maynard, Daniel S.
Land Use/Land Cover Classification
2022 McKinney rain-on-wildfire event, dissolved oxygen sags, and a fish kill on the Klamath River, California
2025
Curtis, Jennifer A., Johnson, Grant S., Cahill, Josh D., Genzoli, Laurel, Dahm, Cliff N., Schenk, Liam N., Oberholzer, John R.
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
A coupled machine-learning and sensitivity analysis framework to link
2025
Hosseinipoor, Mahdi, Danesh-Yazdi, Mohammad
Land Use/Land Cover Classification , Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Aerosol Optical Depth/Thickness
A comparison of drought indices for crop yield loss detection: The role
2025
Holwerda, Friso, Salazar-Martinez, Diego, Holmes, Thomas R.H., Hain, Christopher R., Anderson, Martha C.
Evapotranspiration , Latent Heat Flux, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Plant Phenology, Land Use/Land Cover Classification
A comparison of machine learning algorithms for predicting gross primary
2025
Agarwal, Geetika, Deb Burman, Pramit Kumar, Kulkarni, Vrushali Y, Kosamkar, Pranali K
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation , Photosynthesis, Primary Production, Vegetation Productivity
A comparison of physics-based, data-driven, and hybrid modeling approaches for rice phenology prediction
2025
Yu, Jin, Zhao, Yifan, Lei, Guoqing, Zeng, Wenzhi
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
A 30-meter resolution global land productivity dynamics dataset from 2013 to 2022
2025
Li, Xiaosong, Shen, Tong, Garcia, Cesar Luis, Teich, Ingrid, Chen, Yang, Chen, Jin, Kabo-Bah, Amos Tiereyangn, Yang, Ziyu, Jia, Xiaoxia, Lu, Qi, Nyamtseren, Mandakh
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area, Reflectance
A Bayesian information theoretic approach to assessing stomatal conductance dynamics in a perennial agricultural crop
2025
Ring, Noah L., Brunsell, Nathaniel A.
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
A Near-Real-Time Operational Live Fuel Moisture Content (LFMC) Product
2025
Benali, Akli, Baldassarre, Giuseppe, Loureiro, Carlos, Briquemont, Florian, Fernandes, Paulo M., Rossa, Carlos, Figueira, Rui
Reflectance , Anisotropy
A New Age of SAR: How Can Commercial Smallsat Constellations Contribute
2025
Huang, Stacey A., Osmanoglu, Batuhan, Scheuchl, Bernd, Oveisgharan, Shadi, Sauber, Jeanne M., Jo, MinJeong, Khazendar, Ala, Tymofyeyeva, Ekaterina, Wusk, Betsy, Albayrak, Arif
Droughts , Earthquakes , Floods , Landslides , Cyclones, Volcanic Eruptions, Avalanche, Socioeconomics , Sustainability , Land Use/Land Cover Classification