Challenges and future perspectives of multi-/Hyperspectral thermal infrared remote sensing for crop water-stress detection: A review

M Gerhards, M Schlerf, K Mallick, T Udelhoven - Remote Sensing, 2019 - mdpi.com
Thermal infrared (TIR) multi-/hyperspectral and sun-induced fluorescence (SIF) approaches
together with classic solar-reflective (visible, near-, and shortwave infrared reflectance …

Coupled estimation of 500 m and 8-day resolution global evapotranspiration and gross primary production in 2002–2017

Y Zhang, D Kong, R Gan, FHS Chiew… - Remote sensing of …, 2019 - Elsevier
Accurate quantification of terrestrial evapotranspiration (ET) is essential to understand the
Earth's energy and water budgets under climate change. However, despite water and …

Remote sensing, geophysics, and modeling to support precision agriculture—Part 2: Irrigation management

A Pradipta, P Soupios, N Kourgialas, M Doula, Z Dokou… - Water, 2022 - mdpi.com
Food and water security are considered the most critical issues globally due to the projected
population growth placing pressure on agricultural systems. Because agricultural activity is …

Estimation of daily evapotranspiration and irrigation water efficiency at a Landsat-like scale for an arid irrigation area using multi-source remote sensing data

Y Ma, S Liu, L Song, Z Xu, Y Liu, T Xu, Z Zhu - Remote Sensing of …, 2018 - Elsevier
The estimation of land-surface evapotranspiration (ET) at high spatial and temporal
resolutions is important for management and planning of agricultural water resources, but …

Coupling physical constraints with machine learning for satellite-derived evapotranspiration of the Tibetan Plateau

K Shang, Y Yao, Z Di, K Jia, X Zhang, JB Fisher… - Remote Sensing of …, 2023 - Elsevier
More accurate and process-based satellite evapotranspiration (ET) estimation for the
Tibetan Plateau (TP)—the Third Pole of the world—have long been of major interest in …

Use of satellite leaf area index estimating evapotranspiration and gross assimilation for Australian ecosystems

R Gan, Y Zhang, H Shi, Y Yang, D Eamus… - …, 2018 - Wiley Online Library
Accurate quantification of terrestrial evapotranspiration and ecosystem productivity is of
significant merit to better understand and predict the response of ecosystem energy, water …

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 mapping of regional-scale evapotranspiration (ET) from the croplands using
remote sensing is currently challenged by limited spatial information on crop and field …

An automated multi-model evapotranspiration mapping framework using remotely sensed and reanalysis data

N Bhattarai, K Mallick, J Stuart, BD Vishwakarma… - Remote Sensing of …, 2019 - Elsevier
Estimating regional evapotranspiration (ET) is challenging in data-limited regions where a
lack of in situ observations constrain model calibration and implementation. Here we …

Continental-scale evaluation of three ECOSTRESS land surface temperature products over Europe and Africa: Temperature-based validation and cross-satellite …

T Hu, K Mallick, GC Hulley, LP Planells… - Remote Sensing of …, 2022 - Elsevier
High spatial resolution land surface temperature (LST,< 100 m) is crucial for agricultural
water management, crop water stress monitoring, fire mapping, urban heat island study and …

What determines the time lags of sap flux with solar radiation and vapor pressure deficit?

L Wan, Q Zhang, L Cheng, Y Liu, S Qin, J Xu… - Agricultural and Forest …, 2023 - Elsevier
A time lag commonly exists between tree sap flux (SF) and its main driving factors-incoming
short-wave solar radiation (Rsi) and atmospheric vapor pressure deficit (VPD), generating a …