Parameter Estimation in Land Surface Models: Challenges and Opportunities With Data Assimilation and Machine Learning
2025
Raoult, Nina, Douglas, Natalie, MacBean, Natasha, Kolassa, Jana, Quaife, Tristan, Roberts, Andrew G., Fisher, Rosie, Fer, Istem, Bacour, Cedric, Dagon, Katherine, Hawkins, Linnia, Carvalhais, Nuno, Cooper, Elizabeth, Dietze, Michael C., Gentine, Pierre, Kaminski, Thomas, Kennedy, Daniel, Liddy, Hannah M., Moore, David J. P., Peylin, Philippe, Pinnington, Ewan, Sanderson, Benjamin, Scholze, Marko, Seiler, Christian, Smallman, T. Luke, Vergopolan, Noemi, Viskari, Toni, Williams, Mathew, Zobitz, John
Photosynthesis, Primary Production, Vegetation Productivity
Parameterized models for estimating atmospheric longwave radiation and surface net radiation in the Brazilian semi-arid region
2025
Silva, Delson J.F., Silva, Tarciana R.B.F., de Oliveira, Michele L., de Oliveira, Gabriel, Mishra, Manoranjan, Guimaraes Santos, Celso Augusto, Marques da Silva, Richarde, dos Santos, Carlos A.C.
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Over 60% precipitation transformed into terrestrial water storage in global river basins from 2002 to 2021
2025
Zhong, Yulong, Tian, Baoming, Kim, Hyunglok, Yuan, Xing, Liu, Xinyue, Zhu, Enda, Wu, Yunlong, Wang, Lunche, Wang, Lizhe
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 , Terrestrial Water Storage, Ground Water , Glacier Mass Balance/Ice Sheet Mass Balance , Precipitation , Precipitation Amount, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Overestimated Carbon Uptake Stability Due to Inadequate Vegetation Dynamics in Ecosystem Models
2025
Gui, Hanliang, Zhou, Xuewen, Li, Zixuan, Xin, Qinchuan
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 , Primary Production, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp), Reflectance
Overestimated natural biological nitrogen fixation translates to an exaggerated CO2 fertilization effect in Earth system models
2025
Kou-Giesbrecht, Sian, Reis Ely, Carla R., Perakis, Steven S., Cleveland, Cory C., Menge, Duncan N. L., Reed, Sasha C., Taylor, Benton N., Batterman, Sarah A., Crews, Timothy E., Dynarski, Katherine A., Gei, Maga, Gundale, Michael J., Herridge, David F., Jovan, Sarah E., Peoples, Mark B., Piipponen, Johannes, Rodriguez-Caballero, Emilio, Salmon, Verity G., Soper, Fiona M., Staccone, Anika P., Weber, Bettina, Williams, Christopher A., Wurzburger, Nina
Photosynthesis, Primary Production, Vegetation Productivity
Overlapping turbulent boundary layers in an energetic coastal sea
2025
Valcarcel, Arnaud F., Stevens, Craig L., O'Callaghan, Joanne M., Suanda, Sutara H.
Sea Surface Temperature
Particulate and Gas Emissions from Wildfires in the Southern Amazon, from 2020 to 2022, from GOES-16 Fire Radiative Power Retrievals
2025
da Nobrega, Thiago Ferreira, Correia, Alexandre Lima
Land Use/Land Cover Classification
Particulate Pollution Increases Fog Duration Over the IndoGangetic Plain
2025
Arun, N., Sarangi, Chandan, Qian, Yun
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
Optimizing soil conservation through comprehensive benefit assessment in
2025
Sun, Siqi, Lu, Yihe, Feng, Xiaoming, Maestre, Fernando T., Fu, Bojie
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
ORCHIDEE-MAN: Incorporating Mangrove Processes in the Global Vegetation
2025
Zhao, Zhe, Ciais, Philippe, Guenet, Bertrand, Stegehuis, Annemiek, Lauerwald, Ronny, Regnier, Pierre, Yuan, Chenyi, Lin, Guanghui, Luo, Yong, Zhu, Xiaoshan, Li, Ruili, Gou, Ruikun, Wu, Jincheng, Li, Wei
Photosynthesis, Primary Production, Vegetation Productivity
Patterns and controlling factors of rock weathering carbon sink in global major rivers
2025
Jiang, Yaru, Kang, Xinyu, Peng, Shengxin, Zhang, Tao, Peng, Guozhi, Su, Xinlu, Chen, Peng, Feng, Wenqing, Chen, Jinke, Li, Jianhong, Pu, Junbing
Photosynthesis, Primary Production, Vegetation Productivity
Patterns and drivers of plant C:N:P stoichiometry across a 3000 km aridity gradient
2025
Wu, Jianzhao, Dong, Lingbo, Li, Jiwei, Liao, Yang, Shangguan, Zhouping, Wang, Bing, Deng, Lei
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Patterns and Driving Factors of Litter Decomposition Rates in Global Dryland Ecosystems
2025
Zhao, Yuedan, Lu, Nan, Shi, Hao, Huang, Jianbei, Fu, Bojie
Ultraviolet Radiation, Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux
Patterns and trends of heat and wildfire smoke indicators across ruralurban and social vulnerability gradients in Idaho
2025
Seydi, Seyd Teymoor, Pierce, Jennifer, Abatzoglou, John T, Radin, Anna, Sims, Ethan, Flint, Hilary, Wicks, Stephanie, Henderson, Eric, Chittoori, Bhaskar, Sadegh, Mojtaba
Emissivity, Land Surface Temperature
Patterns in tern trophic diversity in a region experiencing rapid
2025
Gownaris, Natasha J., Welch, Linda J., Tengeres, Jill E.
Sea Surface Temperature
Patterns of snow drought under climate change: From dry to warm dominance
2025
Wang, Chuan, Li, Zhi, Guyennon, Nicolas, Chen, Yaning, Li, Yupeng, Liang, Qixiang, Di, Yanfeng
Snow Cover
Performance of NDVI and GOSIF in monitoring vegetation responses to rainfall in a desert ecosystem
2025
Manzoor, Abu Talha, Habib, Nawai, Abbas, Sawaid
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Permafrost Degradation and Vegetation Growth Beyond the Polar Circle in
2025
Kharuk, Viacheslav I., Im, Sergei T., Petrov, Ilya A., Shvetsov, Evgeny G.
Photosynthesis, Primary Production, Vegetation Productivity
Permafrost destabilization induced hazard mapping in Himalayas using
2025
Pandey, Arvind Chandra, Islam, Anikul, Parida, Bikash Ranjan, Dwivedi, Chandra Shekhar
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
Permafrost distribution modeling using remote sensing and machine learning technique in the Garhwal Himalaya, India
2025
Pandey, Arvind Chandra, Islam, Anikul, Dwivedi, Chandra Shekhar, Parida, Bikash Ranjan, Maslakov, Alexey, Koroleva, Ekaterina
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps, Land Surface Temperature , Emissivity, Albedo, Snow Cover
Permafrost, Peatland, and Cropland Regions Are Key to Reconciling North
2025
Foster, Kelsey T., Sun, Wu, Merder, Julian, Hararuk, Oleksandra, Kurz, Werner A., Malhotra, Avni, Metsaranta, Juha, Nesdoly, Andrea, Sinha, Eva, BondLamberty, Ben, Huntzinger, Deborah, Natali, Susan M., Schwalm, Christopher, Michalak, Anna M.
Precipitation Amount, Alpine/Tundra, Biomass, Forests, Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Cover, Permafrost , NET ECOSYSTEM CO2 EXCHANGE (NEE), Soil Depth, Soil Moisture/Water Content , Soil Respiration, Gross Primary Production (gpp), Snow Depth , Atmospheric Carbon Dioxide, Surface Temperature , Land Use/Land Cover Classification , Land Use Classes, Albedo
Persecuted mammals as indicators of moderate human disturbance in the Peruvian Amazon
2025
Zwicker, Samantha, Singer, Dylan, Gardner, Beth
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Persistent greenhouse conditions in Eocene North America point to lower climate sensitivity
2025
Smith, Krister T., Bruch, Angela A.
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation
Persistent Lagrangian transport patterns in the Black Sea identified from climatological Lagrangian Coherent Structures
2025
Gouveia, Mainara Biazati, Peneva, Elisaveta, Gancheva, Irina, Stanev, Emil V.
Sea Surface Temperature
Pervasive but biome-dependent relationship between fragmentation and resilience in forests
2025
Su, Yongxian, Zhang, Chaoqun, Cescatti, Alessandro, Yu, Kailiang, Ciais, Philippe, Smith, Taylor, Shang, Jiali, Carnicer, Jofre, Liu, Jane, Chen, Jing Ming, Green, Julia K., Wu, Jianping, Ponce-Campos, Guillermo E., Zhang, Yongguang, Zuo, Zhiyan, Liao, Jinbao, Wu, Jianping, Lafortezza, Raffaele, Yan, Kai, Yang, Xueqin, Liu, Liyang, Ren, Jiashun, Yuan, Wenping, Chen, Xiuzhi, Wu, Chaoyang, Zhou, Weiqi
Albedo , Anisotropy, Forest Management, Emissivity, Land Surface Temperature , Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)