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 …
[HTML][HTML] Remote sensing of soil degradation: Progress and perspective
Soils constitute one of the most critical natural resources and maintaining their health is vital
for agricultural development and ecological sustainability, providing many essential …
for agricultural development and ecological sustainability, providing many essential …
Transfer learning in environmental remote sensing
Abstract Machine learning (ML) has proven to be a powerful tool for utilizing the rapidly
increasing amounts of remote sensing data for environmental monitoring. Yet ML models …
increasing amounts of remote sensing data for environmental monitoring. Yet ML models …
The application of small unmanned aerial systems for precision agriculture: a review
Precision agriculture (PA) is the application of geospatial techniques and sensors (eg,
geographic information systems, remote sensing, GPS) to identify variations in the field and …
geographic information systems, remote sensing, GPS) to identify variations in the field and …
Comparison of boosted regression tree and random forest models for mapping topsoil organic carbon concentration in an alpine ecosystem
Soil organic carbon (SOC) plays an important role in soil fertility and carbon sequestration,
and a better understanding of the spatial patterns of SOC is essential for soil resource …
and a better understanding of the spatial patterns of SOC is essential for soil resource …
The use of remote sensing in soil and terrain mapping—A review
This article reviews the use of optical and microwave remote sensing data for soil and terrain
mapping with emphasis on applications at regional and coarser scales. Remote sensing is …
mapping with emphasis on applications at regional and coarser scales. Remote sensing is …
Satellite imagery to map topsoil organic carbon content over cultivated areas: an overview
There is a need to update soil maps and monitor soil organic carbon (SOC) in the upper
horizons or plough layer for enabling decision support and land management, while …
horizons or plough layer for enabling decision support and land management, while …
Remote sensing of soil properties in precision agriculture: A review
Y Ge, JA Thomasson, R Sui - Frontiers of Earth Science, 2011 - Springer
The success of precision agriculture (PA) depends strongly upon an efficient and accurate
method for in-field soil property determination. This information is critical for farmers to …
method for in-field soil property determination. This information is critical for farmers to …
Prediction of soil organic matter using multi-temporal satellite images in the Songnen Plain, China
X Dou, X Wang, H Liu, X Zhang, L Meng, Y Pan, Z Yu… - Geoderma, 2019 - Elsevier
Due to confounding factors such as crop residue and soil moisture, soil organic matter
(SOM) is usually estimated from soil samples in a laboratory or in the field at a local scale. In …
(SOM) is usually estimated from soil samples in a laboratory or in the field at a local scale. In …
A comparision between satellite based and drone based remote sensing technology to achieve sustainable development: A review
Precision agriculture is a way to manage the crop yield resources like water, fertilizers, soil,
seeds in order to increase production, quality, gain and reduce squander products so that …
seeds in order to increase production, quality, gain and reduce squander products so that …