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 …
Machine learning information fusion in Earth observation: A comprehensive review of methods, applications and data sources
This paper reviews the most important information fusion data-driven algorithms based on
Machine Learning (ML) techniques for problems in Earth observation. Nowadays we …
Machine Learning (ML) techniques for problems in Earth observation. Nowadays we …
Ensuring agricultural sustainability through remote sensing in the era of agriculture 5.0
Timely and reliable information about crop management, production, and yield is considered
of great utility by stakeholders (eg, national and international authorities, farmers …
of great utility by stakeholders (eg, national and international authorities, farmers …
Spatio-temporal fusion for remote sensing data: An overview and new benchmark
Spatio-temporal fusion (STF) aims at fusing (temporally dense) coarse resolution images
and (temporally sparse) fine resolution images to generate image series with adequate …
and (temporally sparse) fine resolution images to generate image series with adequate …
Interoperability of ECOSTRESS and Landsat for map** evapotranspiration time series at sub-field scales
Land-surface temperature retrieved from thermal infrared (TIR) remote sensing has proven
to be a valuable constraint in surface energy balance models for estimating …
to be a valuable constraint in surface energy balance models for estimating …
Assessing the accuracy of OpenET satellite-based evapotranspiration data to support water resource and land management applications
Remotely sensed evapotranspiration (ET) data offer strong potential to support data-driven
approaches for sustainable water management. However, practitioners require robust and …
approaches for sustainable water management. However, practitioners require robust and …
Modelling high-resolution actual evapotranspiration through Sentinel-2 and Sentinel-3 data fusion
The Sentinel-2 and Sentinel-3 satellite constellation contains most of the spatial, temporal
and spectral characteristics required for accurate, field-scale actual evapotranspiration (ET) …
and spectral characteristics required for accurate, field-scale actual evapotranspiration (ET) …
Recent advances in evapotranspiration estimation using artificial intelligence approaches with a focus on hybridization techniques—a review
Difficulties are faced when formulating hydrological processes, including that of
evapotranspiration (ET). Conventional empirical methods for formulating these possess …
evapotranspiration (ET). Conventional empirical methods for formulating these possess …
[HTML][HTML] Accurate estimates of land surface energy fluxes and irrigation requirements from UAV-based thermal and multispectral sensors
The two-source energy balance model estimates canopy transpiration (Tr) and soil
evaporation (E) traditionally from satellite partitions of remotely sensed land surface …
evaporation (E) traditionally from satellite partitions of remotely sensed land surface …
Evaluation of TSEB turbulent fluxes using different methods for the retrieval of soil and canopy component temperatures from UAV thermal and multispectral imagery
Abstract The thermal-based Two-Source Energy Balance (TSEB) model partitions the
evapotranspiration (ET) and energy fluxes from vegetation and soil components providing …
evapotranspiration (ET) and energy fluxes from vegetation and soil components providing …