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[HTML][HTML] Machine learning and remote sensing techniques applied to estimate soil indicators–review
The demand for food based on intensive agriculture has decreased soil quality, posing great
challenges such as increasing agricultural productivity and promoting environmental …
challenges such as increasing agricultural productivity and promoting environmental …
Imaging spectroscopy for soil map** and monitoring
There is a renewed awareness of the finite nature of the world's soil resources, growing
concern about soil security and significant uncertainties about the carrying capacity of the …
concern about soil security and significant uncertainties about the carrying capacity of the …
Hyperspectral imagery applications for precision agriculture-a systemic survey
Hyperspectral imaging has been extensively investigated as an emerging, promising
technique for measuring the quality and protection of horticultural and agricultural products …
technique for measuring the quality and protection of horticultural and agricultural products …
Data products, quality and validation of the DLR earth sensing imaging spectrometer (DESIS)
Imaging spectrometry from aerial or spaceborne platforms, also known as hyperspectral
remote sensing, provides dense sampled and fine structured spectral information for each …
remote sensing, provides dense sampled and fine structured spectral information for each …
[HTML][HTML] Intensify production, transform biomass to energy and novel goods and protect soils in Europe—A vision how to mobilize marginal lands
P Schröder, B Beckers, S Daniels, F Gnädinger… - Science of the Total …, 2018 - Elsevier
The rapid increase of the world population constantly demands more food production from
agricultural soils. This causes conflicts, since at the same time strong interest arises on novel …
agricultural soils. This causes conflicts, since at the same time strong interest arises on novel …
[HTML][HTML] High-resolution soil erosion map** in croplands via Sentinel-2 bare soil imaging and a two-step classification approach
Erosion-induced lateral soil redistribution leads to spatially heterogenous soil composition,
which can be captured through the distinctive spectral reflectance of soils under varying …
which can be captured through the distinctive spectral reflectance of soils under varying …
Towards prediction of soil erodibility, SOM and CaCO3 using laboratory Vis-NIR spectra: A case study in a semi-arid region of Iran
Abstract Soil Visible–Near-Infrared (Vis-NIR) spectroscopy has become an applicable and
interesting technique to evaluate a number of soil properties because it is a fast, cost …
interesting technique to evaluate a number of soil properties because it is a fast, cost …
Digital map** of soil organic carbon density using newly developed bare soil spectral indices and deep neural network
Soil organic carbon density (SOCD) is an important parameter of agricultural soils and is
useful for the improvement of environment and agricultural production. Proximal and remote …
useful for the improvement of environment and agricultural production. Proximal and remote …
Ensemble feature selection for plant phenoty**: a journey from hyperspectral to multispectral imaging
Hyperspectral imaging is becoming an increasingly popular tool for high-throughput plant
phenoty**, because it provides remarkable insights about the health status of plants …
phenoty**, because it provides remarkable insights about the health status of plants …
Monitoring of selected soil contaminants using proximal and remote sensing techniques: Background, state-of-the-art and future perspectives
Soil degradation includes a number of processes, ranging from soil erosion to soil
contamination, which reduce the capability of soil to work as a base for vegetation roots …
contamination, which reduce the capability of soil to work as a base for vegetation roots …