Multi-source remote sensing for large-scale biomass estimation in
2025
Contreras, Francisco, Cayuela, Maria L., Sanchez-Monedero, Miguel A., Perez-Cutillas, Pedro
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography , Vegetation Height, Reflectance
Plant functional traits as key regulators of interannual phenological variability in temperate forests
2025
Zhao, Yingyi, Wang, Zhihui, Dronova, Iryna, Yan, Zhengbing, Moon, Minkyu, Meng, Lin, Wang, Jing, Song, Guangqin, Guo, Zhengfei, Su, Yanjun, Liu, Lingli, Wu, Jin
Reflectance , Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent , Vapor Pressure, Shortwave Radiation
Spatial-Temporal Dynamics of Vegetation Indices in Response to Drought
2025
Crespo, Nazaret, Padua, Luis, Paredes, Paula, Rebollo, Francisco J., Moral, Francisco J., Santos, Joao A., Fraga, Helder
Reflectance
The Greenland-Ice-Sheet evolution over the last 24 000 years: insights
2025
Leger, Tancrede P. M., Ely, Jeremy C., Clark, Christopher D., Bradley, Sarah L., Archer, Rosie E., Zhu, Jiang
Ice Velocity
Modeling wildland fire burn severity in California using a spatial Super Learner approach
2024
Simafranca, Nicholas, Willoughby, Bryant, ONeil, Erin, Farr, Sophie, Reich, Brian J., Giertych, Naomi, Johnson, Margaret C., Pascolini-Campbell, Madeleine A.
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Reflectance , Land Use/Land Cover Classification , Evapotranspiration , Land Surface Temperature , Emissivity, Potential Evapotranspiration, Plant Characteristics
Relationships between Woodland Phenology, Precipitation, and Flooding Patterns in the Brazilian Pantanal Wetland
2024
Ribeiro, Uelison Mateus, Corgne, Samuel, Bacani, Vitor Matheus, Da Silva, Mauro Henrique Soares, Arvor, Damien
Reflectance
Enhanced Polarimetric Radar Vegetation Index and Integration with
2024
Chang, Jisung Geba, Kraatz, Simon, Anderson, Martha, Gao, Feng
Reflectance
Estimating Brazilian Amazon Canopy Height Using Landsat Reflectance Products in a Random Forest Model with Lidar as Reference Data
2024
Oliveira, Pedro V. C., Zhang, Hankui K., Zhang, Xiaoyang
Reflectance
Novel Use of Image Time Series to Distinguish Dryland Vegetation Responses to Wet and Dry Years
2024
Myers, Emily R., Browning, Dawn M., Burkett, Laura M., James, Darren K., Bestelmeyer, Brandon T.
Reflectance
Phenology and Plant Functional Type Link Optical Properties of Vegetation Canopies to Patterns of Vertical Vegetation Complexity
2024
Jurayj, Duncan, Bowers, Rebecca, Fayne, Jessica V.
Aquatic Ecosystems, Terrestrial Ecosystems , Vegetation, Soils , Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent , Vapor Pressure, Shortwave Radiation, Reflectance , Terrain Elevation , Glacier Elevation/Ice Sheet Elevation, Sea Ice Elevation, Vegetation Height, Land Use/Land Cover Classification , Forests, Vegetation Cover, Alpine/Tundra, Dominant Species, Plant Phenology, Land Use/Land Cover , Enhanced Vegetation Index (EVI), Sensor Counts
Impacts of terrain on land surface phenology derived from Harmonized Landsat 8 and Sentinel-2 in the Tianshan Mountains, China
2023
Ding, Chao, Li, Yao, Xie, Qiaoyun, Li, Hao, Zhang, Bingwei
Plant Phenology, Enhanced Vegetation Index (EVI), Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps, Reflectance
Aerosol models from the AERONET databaseApplication to surface reflectance validation
2022
Roger, Jean-Claude, Vermote, Eric, Skakun, Sergii, Murphy, Emilie, Dubovik, Oleg, Kalecinski, Natacha, Korgo, Bruno, Holben, Brent
Reflectance
Can we detect more ephemeral floods with higher density harmonized Landsat Sentinel 2 data compared to Landsat 8 alone?
2022
Tulbure, Mirela G., Broich, Mark, Perin, Vinicius, Gaines, Mollie, Ju, Junchang, Stehman, Stephen V., Pavelsky, Tamlin, Masek, Jeffrey G., Yin, Simon, Mai, Joachim, Betbeder-Matibet, Luc
Reflectance
Impact of high-cadence Earth observation in maize crop phenology classification
2022
Nieto, Luciana, Houborg, Rasmus, Zajdband, Ariel, Jumpasut, Arin, Prasad, P. V. Vara, Olson, Brad J. S. C., Ciampitti, Ignacio A.
Reflectance
Resolve the ClearSky Continuous Diurnal Cycle of HighResolution ECOSTRESS Evapotranspiration and Land Surface Temperature
2022
Wen, Jiaming, Fisher, Joshua B., Parazoo, Nicholas C., Hu, Leiqiu, Litvak, Marcy E., Sun, Ying
Reflectance , Atmospheric Radiation, Longwave Radiation, Shortwave Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties , Albedo , Emissivity, Cloud Properties, Cloud Fraction, Cloud Optical Depth/Thickness, Skin Temperature, Skin Temperature, Sea Surface Skin Temperature, Geopotential Height, Altitude, Surface 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, Evapotranspiration , Latent Heat Flux, Ecosystem Functions, Precipitation Amount, Maximum/Minimum Temperature, Terrestrial Ecosystems , Land Use/Land Cover Classification , Trace Gases/Trace Species , Soil Gas/Air
HLS Landsat Operational Land Imager Surface Reflectance and TOA Brightness Daily Global 30m v2.0 HLS Sentinel-2 Multi-spectral Instrument Surface Reflectance Daily Global 30m v2.0 MERRA-2 tavg1_2d_rad_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Radiation Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXRAD) 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) MODIS/Terra Net Evapotranspiration 8-Day L4 Global 500m SIN Grid V061 FLUXNET Research Network Site Characteristics, Investigators, and Bibliography, 2016
Classification of wetland vegetation based on NDVI time series from the HLS dataset
2022
Ju, Yang, Bohrer, Gil
Reflectance
Near-real-time monitoring of land disturbance with harmonized Landsats 78 and Sentinel-2 data
2022
Shang, Rong, Zhu, Zhe, Zhang, Junxue, Qiu, Shi, Yang, Zhiqiang, Li, Tian, Yang, Xiucheng
Reflectance
Monitoring standing herbaceous biomass and thresholds in semiarid rangelands from harmonized Landsat 8 and Sentinel-2 imagery to support within-season adaptive management
2022
Kearney, Sean P., Porensky, Lauren M., Augustine, David J., Gaffney, Rowan, Derner, Justin D.
Reflectance
Multi-season phenology mapping of Nile Delta croplands using time series of Sentinel-2 and Landsat 8 Green LAI
2022
Amin, Eatidal, Belda, Santiago, Pipia, Luca, Szantoi, Zoltan, El Baroudy, Ahmed, Moreno, Jose, Verrelst, Jochem
Reflectance
Augmenting Landsat time series with Harmonized Landsat Sentinel-2 data productsAssessment of spectral correspondence
2021
Wulder, Michael A., Hermosilla, Txomin, White, Joanne C., Hobart, Geordie, Masek, Jeffrey G.
Reflectance
Assessing within-field corn and soybean yield variability from worldview-3, planet, sentinel-2, and landsat 8 satellite imagery
2021
Skakun, Sergii, Kalecinski, Natacha I., Brown, Meredith G. L., Johnson, David M., Vermote, Eric F., Roger, Jean-Claude, Franch, Belen
Reflectance
Land cover composition, climate, and topography drive land surface phenology in a recently burned landscape: An application of machine learning in phenological ...
2021
Wang, Jianmin, Zhang, Xiaoyang, Rodman, Kyle
Reflectance , Anisotropy, RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Albedo
Land surface phenology as indicator of global terrestrial ecosystem dynamics: A systematic review
2021
Caparros-Santiago, Jose A., Rodriguez-Galiano, Victor, Dash, Jadunandan
Reflectance , Anisotropy, Albedo , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Plant Phenology
Scaling phenocam GCC, NDVI, and EVI2 with Harmonized Landsat-Sentinel using gaussian processes
2021
Burke, Morgen W.V., Rundquist, Bradley C.
Reflectance
Reviewing the potential of sentinel-2 in assessing the drought
2021
Varghese, Dani, Radulovic, Mirjana, Stojkovic, Stefanija, Crnojevic, Vladimir
Reflectance