[HTML][HTML] Regional soil organic carbon prediction model based on a discrete wavelet analysis of hyperspectral satellite data
X Meng, Y Bao, J Liu, H Liu, X Zhang, Y Zhang… - International Journal of …, 2020 - Elsevier
Most studies have the achieved rapid and accurate determination of soil organic carbon (SOC)
using laboratory spectroscopy; however, it remains difficult to map the spatial distribution …
using laboratory spectroscopy; however, it remains difficult to map the spatial distribution …
An advanced soil organic carbon content prediction model via fused temporal-spatial-spectral (TSS) information based on machine learning and deep learning …
X Meng, Y Bao, Y Wang, X Zhang, H Liu - Remote Sensing of Environment, 2022 - Elsevier
Abstract Knowledge of the soil organic carbon (SOC) content is critical for environmental
sustainability and carbon neutrality. With the development of remote sensing data and …
sustainability and carbon neutrality. With the development of remote sensing data and …
Nitrogen fertilizer builds soil organic carbon under straw return mainly via microbial necromass formation
X Meng, X Zhang, Y Li, Y Jiao, L Fan, Y Jiang… - Soil Biology and …, 2024 - Elsevier
Carbon (C) and nitrogen (N) inputs strongly influence the formation, turnover and sequestration
of soil organic carbon (SOC) in agricultural ecosystems. It is not clear, however, how N …
of soil organic carbon (SOC) in agricultural ecosystems. It is not clear, however, how N …
Soil organic matter prediction model with satellite hyperspectral image based on optimized denoising method
X Meng, Y Bao, Q Ye, H Liu, X Zhang, H Tang… - Remote Sensing, 2021 - mdpi.com
In order to improve the signal-to-noise ratio of the hyperspectral sensors and exploit the
potential of satellite hyperspectral data for predicting soil properties, we took MingShui County …
potential of satellite hyperspectral data for predicting soil properties, we took MingShui County …
SOC content of global Mollisols at a 30 m spatial resolution from 1984 to 2021 generated by the novel ML-CNN prediction model
X Meng, Y Bao, C Luo, X Zhang, H Liu - Remote Sensing of Environment, 2024 - Elsevier
Carbon cycle is influenced by agricultural soils, and accurately mapping the soil organic
carbon (SOC) content of global Mollisols at a 30 m spatial resolution can contribute to clarifying …
carbon (SOC) content of global Mollisols at a 30 m spatial resolution can contribute to clarifying …
A regional-scale hyperspectral prediction model of soil organic carbon considering geomorphic features
Y Bao, S Ustin, X Meng, X Zhang, H Guan, B Qi, H Liu - Geoderma, 2021 - Elsevier
The prediction of soil organic carbon (SOC) from hyperspectral data often lacks geographic
and environmental information related to soil genesis, which would improve the accuracy of …
and environmental information related to soil genesis, which would improve the accuracy of …
A new digital soil mapping method with temporal-spatial-spectral information derived from multi-source satellite images
X Meng, Y Bao, H Liu, X Zhang, X Wang - Geoderma, 2022 - Elsevier
Detailed soil maps are essential for effective agricultural practices and environmental
protection. Yet, despite the increasing accuracy of digital soil mapping (DSM) in recent years, …
protection. Yet, despite the increasing accuracy of digital soil mapping (DSM) in recent years, …
Vis-SWIR spectral prediction model for soil organic matter with different grouping strategies
Y Bao, X Meng, S Ustin, X Wang, X Zhang, H Liu… - Catena, 2020 - Elsevier
The effect of soil organic matter (SOM) on the spectral characteristics of soil differs among
soil samples of different soil types with various mineral contents or mechanical compositions. …
soil samples of different soil types with various mineral contents or mechanical compositions. …
Nitrification and urease inhibitors improve rice nitrogen uptake and prevent denitrification in alkaline paddy soil
X Meng, Y Li, H Yao, J Wang, F Dai, Y Wu… - Applied Soil …, 2020 - Elsevier
Increasing evidence indicates that nitrification is a vital factor in crop growth and nitrous
oxide emission. Nitrification and urease inhibitors have been demonstrated to be effective in …
oxide emission. Nitrification and urease inhibitors have been demonstrated to be effective in …
Regional mapping of soil organic matter content using multitemporal synthetic Landsat 8 images in Google Earth Engine
C Luo, X Zhang, X Meng, H Zhu, C Ni, M Chen, H Liu - Catena, 2022 - Elsevier
Accurate assessment of the spatial distribution of soil organic matter (SOM) is of great
significance for regional sustainable development, especially in fertile black soil areas. The …
significance for regional sustainable development, especially in fertile black soil areas. The …