Applications of remote sensing in precision agriculture: A review

RP Sishodia, RL Ray, SK Singh - Remote sensing, 2020 - mdpi.com
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 …

[HTML][HTML] Status of accuracy in remotely sensed and in-situ agricultural water productivity estimates: A review

ML Blatchford, CM Mannaerts, Y Zeng, H Nouri… - Remote sensing of …, 2019 - Elsevier
The scarcity of water and the growing global food demand has fevered the debate on how to
increase agricultural production without further depleting water resources. Crop water …

Environmental implications of N-shaped environmental Kuznets curve for E7 countries

BA Gyamfi, FF Adedoyin, MA Bein… - Environmental Science and …, 2021 - Springer
The environmental Kuznets curve (EKC) hypothesis is of great importance to understanding
the relationship between economic activity and environmental degradation. Given the …

Long-term monitoring of evapotranspiration using the SEBAL algorithm and Google Earth Engine cloud computing

L Laipelt, RHB Kayser, AS Fleischmann… - ISPRS Journal of …, 2021 - Elsevier
Accurate estimation of evapotranspiration (ET) is essential for several applications in water
resources management. ET models using remote sensing data have flourished in recent …

A comprehensive evaluation of five evapotranspiration datasets based on ground and grace satellite observations: Implications for improvement of evapotranspiration …

L Chao, K Zhang, J Wang, J Feng, M Zhang - Remote Sensing, 2021 - mdpi.com
Evapotranspiration (ET) is a vital part of the hydrological cycle and the water–energy
balance. To explore the characteristics of five typical remote sensing evapotranspiration …

Performance of five surface energy balance models for estimating daily evapotranspiration in high biomass sorghum

P Wagle, N Bhattarai, PH Gowda, VG Kakani - ISPRS Journal of …, 2017 - Elsevier
Robust evapotranspiration (ET) models are required to predict water usage in a variety of
terrestrial ecosystems under different geographical and agrometeorological conditions. As a …

Satellite psychrometric formulation of the Operational Simplified Surface Energy Balance (SSEBop) model for quantifying and map** evapotranspiration

GB Senay - Applied Engineering in Agriculture, 2018 - elibrary.asabe.org
Remote sensing-based evapotranspiration (ET) can be derived using various methods, from
soil moisture accounting to vegetation-index based approaches to simple and complex …

On the use of machine learning based ensemble approaches to improve evapotranspiration estimates from croplands across a wide environmental gradient

Y Bai, S Zhang, N Bhattarai, K Mallick, Q Liu… - Agricultural and Forest …, 2021 - Elsevier
Accurately map** of regional-scale evapotranspiration (ET) from the croplands using
remote sensing is currently challenged by limited spatial information on crop and field …

Downscaling MODIS land surface temperature over a heterogeneous area: An investigation of machine learning techniques, feature selection, and impacts of mixed …

H Ebrahimy, M Azadbakht - Computers & geosciences, 2019 - Elsevier
Abstract Remotely sensed Land Surface Temperature (LST) is of paramount importance in
numerous environmental applications. Although, coarse spatial resolution sensors provide …

Evapotranspiration acquired with remote sensing thermal-based algorithms: a state-of-the-art review

V García-Santos, JM Sánchez, J Cuxart - Remote Sensing, 2022 - mdpi.com
Almost fifty years have passed since the idea to retrieve a value for Evapotranspiration (ET)
using remote sensing techniques was first considered. Numerous ET models have been …