Applications of remote sensing in precision agriculture: A review
Agriculture provides for the most basic needs of humankind: food and fiber. The introduction
of new farming techniques in the past century (eg, during the Green Revolution) has helped …
of new farming techniques in the past century (eg, during the Green Revolution) has helped …
Modelling the passive microwave signature from land surfaces: A review of recent results and application to the L-band SMOS & SMAP soil moisture retrieval …
Two passive microwave missions are currently operating at L-band to monitor surface soil
moisture (SM) over continental surfaces. The SMOS sensor, based on an innovative …
moisture (SM) over continental surfaces. The SMOS sensor, based on an innovative …
Comparing Sentinel-1 and-2 data and indices for agricultural land use monitoring
AK Holtgrave, N Röder, A Ackermann, S Erasmi… - Remote Sensing, 2020 - mdpi.com
Agricultural vegetation development and harvest date monitoring over large areas requires
frequent remote sensing observations. In regions with persistent cloud coverage during the …
frequent remote sensing observations. In regions with persistent cloud coverage during the …
Band selection in sentinel-2 satellite for agriculture applications
Various indices are used for assessing vegetation and soil properties in satellite remote
sensing applications. Some indices, such as NDVI and NDWI, are defined based on the …
sensing applications. Some indices, such as NDVI and NDWI, are defined based on the …
Retrieval of high-resolution soil moisture through combination of Sentinel-1 and Sentinel-2 data
Estimating soil moisture based on synthetic aperture radar (SAR) data remains challenging
due to the influences of vegetation and surface roughness. Here we present an algorithm …
due to the influences of vegetation and surface roughness. Here we present an algorithm …
Comprehensive analysis of alternative downscaled soil moisture products
Recent advances in L-band passive microwave remote sensing provide an unprecedented
opportunity to monitor soil moisture at~ 40 km spatial resolution around the globe …
opportunity to monitor soil moisture at~ 40 km spatial resolution around the globe …
Comparative analysis of Landsat-8, Sentinel-2, and GF-1 data for retrieving soil moisture over wheat farmlands
Q Wang, J Li, T **, X Chang, Y Zhu, Y Li, J Sun, D Li - Remote Sensing, 2020 - mdpi.com
Soil moisture is an important variable in ecological, hydrological, and meteorological
studies. An effective method for improving the accuracy of soil moisture retrieval is the …
studies. An effective method for improving the accuracy of soil moisture retrieval is the …
Potential bands of sentinel-2A satellite for classification problems in precision agriculture
Various indices are used for assessing vegetation and soil properties in satellite remote
sensing applications. Some indices, such as normalized difference vegetation index (NDVI) …
sensing applications. Some indices, such as normalized difference vegetation index (NDVI) …
Improved estimation of vegetation water content and its impact on L-band soil moisture retrieval over cropland
Satellite-based soil moisture (SM) retrieval within agricultural regions is challenging due to
pronounced vegetation and land cover variations during the growing season. Vegetation …
pronounced vegetation and land cover variations during the growing season. Vegetation …
Simultaneous assessment of nitrogen and water status in winter wheat using hyperspectral and thermal sensors
Remote sensing is a valuable tool for reducing the environmental impact of agricultural
practices by detecting crop nitrogen (N) and water status for site-specific N fertilization and …
practices by detecting crop nitrogen (N) and water status for site-specific N fertilization and …