Recent applications of Landsat 8/OLI and Sentinel-2/MSI for land use and land cover mapping: A systematic review
M ED Chaves, M CA Picoli, I D. Sanches - Remote Sensing, 2020 - mdpi.com
Recent applications of Landsat 8 Operational Land Imager (L8/OLI) and Sentinel-2
MultiSpectral Instrument (S2/MSI) data for acquiring information about land use and land …
MultiSpectral Instrument (S2/MSI) data for acquiring information about land use and land …
[HTML][HTML] Assimilation of remote sensing into crop growth models: Current status and perspectives
Timely monitoring of crop lands is important in order to make agricultural activities more
sustainable, as well as ensuring food security. The use of Earth Observation (EO) data …
sustainable, as well as ensuring food security. The use of Earth Observation (EO) data …
The Harmonized Landsat and Sentinel-2 surface reflectance data set
Abstract The Harmonized Landsat and Sentinel-2 (HLS) project is a NASA initiative aiming
to produce a Virtual Constellation (VC) of surface reflectance (SR) data acquired by the …
to produce a Virtual Constellation (VC) of surface reflectance (SR) data acquired by the …
[HTML][HTML] County-level soybean yield prediction using deep CNN-LSTM model
Yield prediction is of great significance for yield mapping, crop market planning, crop
insurance, and harvest management. Remote sensing is becoming increasingly important in …
insurance, and harvest management. Remote sensing is becoming increasingly important in …
High resolution wheat yield mapping using Sentinel-2
ML Hunt, GA Blackburn, L Carrasco… - Remote Sensing of …, 2019 - Elsevier
Accurate crop yield estimates are important for governments, farmers, scientists and
agribusiness. This paper provides a novel demonstration of the use of freely available …
agribusiness. This paper provides a novel demonstration of the use of freely available …
Multilevel deep learning network for county-level corn yield estimation in the us corn belt
Accurate and timely estimation of crop yield at a small scale is of great significance to food
security and harvest management. Recent studies have proven remote sensing is an …
security and harvest management. Recent studies have proven remote sensing is an …
An evaluation of Landsat, Sentinel-2, Sentinel-1 and MODIS data for crop type mapping
Generating crop type maps using satellite remote sensing requires robust data acquisition at
both high spatial and temporal resolutions to resolve rapid phenological transition at the …
both high spatial and temporal resolutions to resolve rapid phenological transition at the …
Early-season mapping of winter wheat in China based on Landsat and Sentinel images
J Dong, Y Fu, J Wang, H Tian, S Fu… - Earth System …, 2020 - essd.copernicus.org
Early-season crop identification is of great importance for monitoring crop growth and
predicting yield for decision makers and private sectors. As one of the largest producers of …
predicting yield for decision makers and private sectors. As one of the largest producers of …
Improved mapping of forest type using spectral-temporal Landsat features
VJ Pasquarella, CE Holden, CE Woodcock - Remote Sensing of …, 2018 - Elsevier
Multi-spectral imagery from the Landsat family of satellites has been used to map forest
properties for decades, but accurate forest type characterizations at a 30-m Landsat …
properties for decades, but accurate forest type characterizations at a 30-m Landsat …
Sentinel-1 data for winter wheat phenology monitoring and mapping
The ability of Synthetic Aperture Radar (SAR) Sentinel-1 data to detect the main wheat
phenological phases was investigated in the Bekaa plain of Lebanon. Accordingly, the …
phenological phases was investigated in the Bekaa plain of Lebanon. Accordingly, the …