Application of fractional-order derivative in the quantitative estimation of soil organic matter content through visible and near-infrared spectroscopy
2018 · Geoderma · 203 citations
https://doi.org/10.1016/j.geoderma.2018.10.025
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Lei Yu is an academic researcher from University of Science and Technology of China. The author has contributed to research in topics: Soil Geostatistics and Mapping & Geochemistry and Geologic Mapping & Remote Sensing and Land Use. The author has an h-index of 17, co-authored 68 publications.
ORCID: 0000-0002-2059-1405Papers by this author
worksCombination of fractional order derivative and memory-based learning algorithm to improve the estimation accuracy of soil organic matter by visible and near-infrared spectroscopy
2018 · CATENA · 127 citations
https://doi.org/10.1016/j.catena.2018.10.051
Comparing laboratory and airborne hyperspectral data for the estimation and mapping of topsoil organic carbon: Feature selection coupled with random forest
2020 · Soil and Tillage Research · 123 citations
https://doi.org/10.1016/j.still.2020.104589
Rapid identification of soil organic matter level via visible and near-infrared spectroscopy: Effects of two-dimensional correlation coefficient and extreme learning machine
2018 · The Science of The Total Environment · 118 citations
https://doi.org/10.1016/j.scitotenv.2018.06.319
Estimating lead and zinc concentrations in peri-urban agricultural soils through reflectance spectroscopy: Effects of fractional-order derivative and random forest
2018 · The Science of The Total Environment · 100 citations
https://doi.org/10.1016/j.scitotenv.2018.09.391
Prediction of Soil Organic Matter by VIS–NIR Spectroscopy Using Normalized Soil Moisture Index as a Proxy of Soil Moisture
2017 · Remote Sensing · 86 citations
https://doi.org/10.3390/rs10010028
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