A machine learning method for inland water detection using CYGNSS data
2022
Ghasemigoudarzi, Pedram, Huang, Weimin, De Silva, Oscar, Yan, Qingyun, Power, Desmond
Reflectance , Total Surface Water
A mechanistic assessment of urban heat island intensities and drivers across climates
2022
Zhang, Ziyan, Paschalis, Athanasios, Mijic, Ana, Meili, Naika, Manoli, Gabriele, van Reeuwijk, Maarten, Fatichi, Simone
Urban Lands, Land Use/Land Cover , Urbanization/Urban Sprawl , Infrastructure , Land Surface Temperature , Emissivity
A global-drive analysis of ecosystem respiration in the Arctic and Third Pole
2022
Ma, Xiaoliang, He, Panxing, Zeng, Yiyan, Ma, Jun, Wu, Xiaodong
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 , Discharge, Soil Depth, Biomass, Albedo , Leaf Characteristics, Photosynthetically Active Radiation , Carbon , Respiration Rate, Atmospheric Water Vapor
A hierarchical category structure based convolutional recurrent neural network (HCS-ConvRNN) for Land-Cover classification using dense MODIS Time-Series data
2022
Li, Jiayi, Zhang, Ben, Huang, Xin
Land Use/Land Cover Classification , Reflectance , Anisotropy
A dataset of lake-catchment characteristics for the Tibetan Plateau
2022
Liu, Junzhi, Fang, Pengcheng, Que, Yefeng, Zhu, Liang-Jun, Duan, Zheng, Tang, Guoan, Liu, Pengfei, Ji, Mukan, Liu, Yongqin
Population Size, Land Use/Land Cover Classification , Vegetation Index, Vegetation Index , Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo , Albedo , Reflectance , Total Surface Precipitation Rate, 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
A global 0.05 dataset for gross primary production of sunlit and shaded vegetation canopies from 1992 to 2020
2022
Bi, Wenjun, He, Wei, Zhou, Yanlian, Ju, Weimin, Liu, Yibo, Liu, Yang, Zhang, Xiaoyu, Wei, Xiaonan, Cheng, Nuo
Reflectance , Photosynthesis, Primary Production, Vegetation Productivity
A global 1-km downscaled SMAP soil moisture product based on thermal inertia theory
2022
Fang, Bin, Lakshmi, Venkat, Cosh, Michael, Liu, PangWei, Bindlish, Rajat, Jackson, Thomas J.
Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A global 30-m ET model (HSEB) using harmonized Landsat and Sentinel-2, MODIS and VIIRSComparison to ECOSTRESS ET and LST
2022
Jaafar, Hadi, Mourad, Roya, Schull, Mitch
Land Surface Temperature , Emissivity, Evapotranspiration
A new spatialtemporal depthwise separable convolutional fusion network for generating Landsat 8-day surface reflectance time series over forest regions
2022
Zhang, Yuzhen, Liu, Jindong, Liang, Shunlin, Li, Manyao
Reflectance , Anisotropy
A new two-decade (20012019) high-resolution agricultural primary productivity dataset for India
2022
Gangopadhyay, Prasun K., Shirsath, Paresh B., Dadhwal, Vinay K., Aggarwal, Pramod K.
Reflectance , Photosynthesis, Primary Production, Vegetation Productivity, Crop/Plant Yields, Land Use Classes, Landscape Patterns, Cropland
A method to derive satellite PAR albedo time series over first-year sea ice in the Arctic Ocean
2022
Laliberte, Julien, Rehm, Eric, Hamre, Borge, Goyens, Clemence, Perovich, Donald K., Babin, Marcel
Reflectance
A model framework to investigate the role of anomalous land surface processes in the amplification of summer drought across Ireland during 2018
2022
Ishola, Kazeem A., Mills, Gerald, Fealy, Reamonn M., Fealy, Rowan
Reflectance , Anisotropy, Land Surface Temperature , Emissivity
A Model of C4 Photosynthetic Acclimation Based on LeastCost Optimality Theory Suitable for Earth System Model Incorporation
2022
Scott, Helen G., Smith, Nicholas G.
Land Use/Land Cover Classification , Vegetation Index , Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo , Reflectance
A framework for near-real time monitoring of diversity patterns based on
2022
Paz, Andrea, Silva, Thiago S., Carnaval, Ana C.
Reflectance
<p>Towards near real-time national-scale soil water content monitoring
2022
Fuentes, Ignacio, Padarian, Jose, Vervoort, R. Willem
Land Use/Land Cover Classification , Reflectance , Land Surface Temperature , Emissivity
A high-resolution fuel type mapping procedure based on satellite imagery and neural networks: Updating fuel maps for wildfire simulators
2022
Lopez-De-Castro, Marcos, Prieto-Herraez, Diego, Asensio-Sevilla, Maria Isabel, Pagnini, Gianni
Land Surface Temperature , Emissivity, REFLECTED INFRARED, THERMAL INFRARED, VISIBLE IMAGERY, Visible Radiance, Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
A comparative study of land development patterns and regional thermal environments (RTEs) in typical urban agglomerations of China and AmericaA case study of Beijing-Tianjin-Hebei (BTH) and Boswash
2022
Shen, Zhicheng, Xu, Xinliang, Xu, Shuwan, Sun, Daowei
Land Surface Temperature , Emissivity
A daily and 500 m coupled evapotranspiration and gross primary production product across China during 20002020
2022
He, Shaoyang, Zhang, Yongqiang, Ma, Ning, Tian, Jing, Kong, Dongdong, Liu, Changming
Photosynthesis, Primary Production, Vegetation Productivity, Terrestrial Water Storage, 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 , Reflectance , Albedo , Anisotropy, Emissivity, Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
A framework to integrate innovations in invasion science for proactive
2022
van Rees, Charles B., Hand, Brian K., Carter, Sean C., Bargeron, Chuck, Cline, Timothy J., Daniel, Wesley, Ferrante, Jason A., Gaddis, Keith, Hunter, Margaret E., Jarnevich, Catherine S., McGeoch, Melodie A., Morisette, Jeffrey T., Neilson, Matthew E., Roy, Helen E., Rozance, Mary Ann, Sepulveda, Adam, Wallace, Rebekah D., Whited, Diane, Wilcox, Taylor, Kimball, John S., Luikart, Gordon
Land Surface Temperature , Emissivity
A Fully Unsupervised Machine Learning Framework for Algal Bloom
2022
Ananias, Pedro Henrique M., Negri, Rogerio G., Dias, Mauricio A., Silva, Erivaldo A., Casaca, Wallace
Land Surface Temperature , Emissivity
A Geometry-Discrete Minimum Reflectance Aerosol Retrieval Algorithm
2022
Zhang, Tianhao, Wang, Lunche, Zhao, Bin, Gu, Yu, Wong, Man Sing, She, Lu, Xia, Xinghui, Dong, Jiadan, Ji, Yuxi, Gong, Wei, Zhu, Zhongmin
Albedo , Anisotropy
A GeoNEX-based high spatiotemporal resolution product of land surface downward shortwave radiation and photosynthetically active radiation
2022
Li, Ruohan, Wang, Dongdong, Wang, Weile, Nemani, Ramakrishna
Geopotential Height, Altitude, Surface Temperature , Skin Temperature, Upper Air Temperature, Dew Point Temperature, Air Temperature, Cloud Top Temperature, Atmospheric Winds , Surface Winds , U/V Wind Components, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Cloud Top Pressure, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Total Ozone, Albedo , Anisotropy
A 21-Year Time Series of Global Leaf Chlorophyll Content Maps From MODIS Imagery
2022
Xu, Mingzhu, Liu, Ronggao, Chen, Jing M., Liu, Yang, Wolanin, Aleksandra, Croft, Holly, He, Liming, Shang, Rong, Ju, Weimin, Zhang, Yongguang, He, Yuhong, Wang, Rong
Reflectance
A 250 m resolution global leaf area index product derived from MODIS surface reflectance data
2022
Xiao, Zhiqiang, Song, Jinling, Yang, Hua, Sun, Rui, Li, Juan
Reflectance , Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
A Bayesian Domain Adversarial Neural Network for Corn Yield Prediction
2022
Ma, Yuchi, Zhang, Zhou
Reflectance , Anisotropy