Dynamic Forecast of Desert Locust Presence Using Machine Learning with a Multivariate Time Lag Sliding Window Technique
2022
Sun, Ruiqi, Huang, Wenjiang, Dong, Yingying, Zhao, Longlong, Zhang, Biyao, Ma, Huiqin, Geng, Yun, Ruan, Chao, Xing, Naichen, Chen, Xidong, Li, Xueling
Reflectance , Land Surface Temperature , Emissivity, Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
Dynamic prediction of global monthly burned area with hybrid deep neural networks
2022
Zhang, Guoli, Wang, Ming, Liu, Kai
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 , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Dynamic World, Near real-time global 10 m land use land cover mapping
2022
Brown, Christopher F., Brumby, Steven P., Guzder-Williams, Brookie, Birch, Tanya, Hyde, Samantha Brooks, Mazzariello, Joseph, Czerwinski, Wanda, Pasquarella, Valerie J., Haertel, Robert, Ilyushchenko, Simon, Schwehr, Kurt, Weisse, Mikaela, Stolle, Fred, Hanson, Craig, Guinan, Oliver, Moore, Rebecca, Tait, Alexander M.
Land Use/Land Cover Classification , Plant Phenology, Enhanced Vegetation Index (EVI)
Drought resistance enhanced by tree species diversity in global forests
2022
Liu, Dan, Wang, Tao, Penuelas, Josep, Piao, Shilong
Plant Phenology, Vegetation Index , Plant Phenological Changes, Enhanced Vegetation Index (EVI)
Droughts across ChinaDrought factors, prediction and impacts
2022
Zhang, Qiang, Shi, Rui, Singh, Vijay P., Xu, Chong-Yu, Yu, Huiqian, Fan, Keke, Wu, Zixuan
Reflectance , Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Evapotranspiration , Latent Heat Flux
Drugs and Biodiversity Loss: Narcotraffic-Linked Landscape Change in Guatemala
2022
N. Winter, Steven, Eastwood, Gillian, A. Barrios-Izas, Manuel
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
DSWEmodThe Production of HighFrequency Surface Water Map Composites from Daily MODIS Images
2022
Soulard, Christopher E., Waller, Eric K., Walker, Jessica J., Petrakis, Roy E., Smith, Britt W.
Reflectance , Anisotropy
Dust Activities Induced by Nocturnal Lowlevel Jet Over the Taklimakan Desert from WRFChem Simulation
2022
Han, Zihang, Ge, Jinming, Chen, Xingyu, Hu, Xiaoyu, Yang, Xuan, Du, Jiajing
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
Dust and aerosols in the Atacama Desert
2022
Arenas-Diaz, Franko, Fuentes, Barbara, Reyers, Mark, Fiedler, Stephanie, Bohm, Christoph, Campos, Eduardo, Shao, Yaping, Bol, Roland
Clouds , Cloud Frequency, Cloud Height
Dust radiative effect characteristics during a typical springtime dust storm with persistent floating dust in the Tarim Basin, northwest China
2022
Meng, Lu, Zhao, Tianliang, He, Qing, Yang, Xinghua, Mamtimin, Ali, Wang, Minzhong, Pan, Honglin, Huo, Wen, Yang, Fan, Zhou, Chenglong
Aerosol Optical Depth/Thickness
Environment-sensitivity functions for gross primary productivity in
2022
Bao, Shanning, Wutzler, Thomas, Koirala, Sujan, Cuntz, Matthias, Ibrom, Andreas, Besnard, Simon, Walther, Sophia, Sigut, Ladislav, Moreno, Alvaro, Weber, Ulrich, Wohlfahrt, Georg, Cleverly, Jamie, Migliavacca, Mirco, Woodgate, William, Merbold, Lutz, Veenendaal, Elmar, Carvalhais, Nuno
Reflectance , Anisotropy
Environmental and human health trade-offs in potential Chinese dietary shifts
2022
Guo, Yixin, He, Pan, Searchinger, Tim D., Chen, Youfan, Springmann, Marco, Zhou, Mi, Zhang, Xin, Zhang, Lin, Mauzerall, Denise L.
Carbonaceous Aerosols, Nitrogen Oxides , Particulates, Hydrogen Cyanide, Emissions, Non-methane Hydrocarbons/Volatile Organic Compounds, Particulate Matter, Fire Occurrence, Nitrogen Oxides , Sulfur Dioxide , Carbon And Hydrocarbon Compounds
Environmental conditions drive vocal variation in the scaled dove (Columbina squammata)
2022
Sementili-Cardoso, Guilherme, Joaquim, Leonardo Marques, Donatelli, Reginaldo Jose
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Environmental drivers of dynamic soil erosion change in a Mediterranean fluvial landscape
2022
Diodato, Nazzareno, Fiorillo, Francesco, Rinaldi, Massimo, Bellocchi, Gianni
Reflectance
Environmental drivers of upper mesopelagic fish assemblages in the Benguela Upwelling System
2022
Duncan, SE, Sell, AF, Hagen, W, Fock, HO
Sea Surface Temperature
Environmental factors driving evapotranspiration over a grassland in a transitional climate zone in China
2022
Zhang, Liang, Zhang, Qiang, Zhang, Hongli, Yue, Ping, Li, Hongyu, Wang, Juanli, Zhao, Funian, Wang, Yong, Wang, Jianshun
Reflectance
Environmental factors driving fine-scale ixodid tick abundance patterns
2022
Peralbo-Moreno, Alfonso, Baz-Flores, Sara, Cuadrado-Matias, Raul, Barroso, Patricia, Triguero-Ocana, Roxana, Jimenez-Ruiz, Saul, Herraiz, Cesar, Ruiz-Rodriguez, Carmen, Acevedo, Pelayo, Ruiz-Fons, Francisco
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Emissivity, Land Surface Temperature
Erratic spatiotemporal vegetation growth anomalies drive population outbreaks in a trans-Saharan insect migrant
2022
Lopez-Manas, Roger, Pascual-Diaz, Joan Pere, Garcia-Berro, Aurora, Bahleman, Farid, Reich, Megan S., Pokorny, Lisa, Bataille, Clement P., Vila, Roger, Domingo-Marimon, Cristina, Talavera, Gerard
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Emulation of high-resolution land surface models using sparse Gaussian processes with application to JULES
2022
Baker, Evan, Harper, Anna B., Williamson, Daniel, Challenor, Peter
Photosynthesis, Primary Production, Vegetation Productivity
Energy and physiological tolerance explain multitrophic soil diversity in temperate mountains
2022
CalderonSanou, Irene, Zinger, Lucie, Hedde, Mickael, MartinezAlmoyna, Camille, Saillard, Amelie, Renaud, Julien, Gielly, Ludovic, Khedim, Norine, Lionnet, Clement, Ohlmann, Marc, Consortium, Orchamp, Munkemuller, Tamara, Thuiller, Wilfried
Reflectance
Enhanced Understanding of Groundwater Storage Changes under the Influence of River Basin Governance Using GRACE Data and Downscaling Model
2022
Sun, Jianchong, Hu, Litang, Liu, Xin, Sun, Kangning
Land Use/Land Cover Classification , Total Surface Precipitation Rate
HMRFS-TP: long-term daily gap-free snow cover products over the Tibetan Plateau from 2002 to 2021 based on Hidden Markov Random Field model
2022
Huang, Yan, Xu, Jiahui, Xu, Jingyi, Zhao, Yelei, Yu, Bailang, Liu, Hongxing, Wang, Shujie, Xu, Wanjia, Wu, Jianping, Zheng, Zhaojun
Snow Cover , Albedo, Albedo
How vegetation cover characteristics response to the spread of Prosopis julifloraA time-series remote sensing analysis in southern Iran
2022
Izadi, Fatemeh, Chamani, Atefeh, Zamani-Ahmadmahmoodi, Rasool
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
How well can we predict vegetation growth through the coming growing season?
2022
Peng, Qiongyan, Li, Xiangqian, Shen, Ruoque, He, Bin, Chen, Xiuzhi, Peng, Yu, Yuan, Wenping
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
How well do global snow products characterize snow storage in High Mountain Asia?
2022
Liu, Yufei, Fang, Yiwen, Li, Dongyue, Margulis, Steven A.
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 , Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Snow/Ice , Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds , Wind Speed , U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Liquid Precipitation, Albedo, Snow Depth , Snow Water Equivalent , Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Infiltration, Soil Infiltration, Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content , Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation , Snow Depth , Snow Melt , Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI) , Geopotential Height, Altitude, Upper Air Temperature, Dew Point Temperature, Cloud Top Temperature, Atmospheric Winds , Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Cloud Top Pressure, Sea Level Pressure, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Total Ozone
GLDAS VIC Land Surface Model L4 3 hourly 1.0 x 1.0 degree V2.1 (GLDAS_VIC10_3H) MERRA-2 tavg1_2d_flx_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Surface Flux Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXFLX) MERRA-2 tavg1_2d_lfo_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Land Surface Forcings 0.625 x 0.5 degree V5.12.4 (M2T1NXLFO) High Mountain Asia UCLA Daily Snow Reanalysis V001 GLDAS VIC Land Surface Model L4 3 hourly 1.0 x 1.0 degree V2.0 (GLDAS_VIC10_3H) GLDAS Noah Land Surface Model L4 3 hourly 1.0 x 1.0 degree V2.0 (GLDAS_NOAH10_3H) GLDAS Noah Land Surface Model L4 3 hourly 0.25 x 0.25 degree V2.1 (GLDAS_NOAH025_3H) MERRA-2 tavg1_2d_lnd_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Land Surface Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXLND) GLDAS Noah Land Surface Model L4 3 hourly 1.0 x 1.0 degree V2.1 (GLDAS_NOAH10_3H) GLDAS Noah Land Surface Model L4 3 hourly 0.25 x 0.25 degree V2.0 (GLDAS_NOAH025_3H) MERRA-2 tavg1_2d_slv_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Single-Level Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXSLV)