Comparison of leaf chlorophyll content retrieval performance of citrus using FOD and CWT methods with field-based full-spectrum hyperspectral reflectance data
Citrus is one of the most economically valuable fruit trees in the world, for which leaf
chlorophyll content (LCC) serves as a crucial indicator for evaluating its growth and health …
chlorophyll content (LCC) serves as a crucial indicator for evaluating its growth and health …
[HTML][HTML] Exploring the capability of Gaofen-5 hyperspectral data for assessing soil salinity risks
X Ge, J Ding, D Teng, B Xie, X Zhang, J Wang… - International Journal of …, 2022 - Elsevier
Soil salinization has hampered the achievement of sustainable development goals (SDGs)
in many countries worldwide. Several countries have recently launched hyperspectral …
in many countries worldwide. Several countries have recently launched hyperspectral …
Estimating agricultural soil moisture content through UAV-based hyperspectral images in the arid region
Unmanned aerial vehicle (UAV)-based hyperspectral remote sensing is an important
monitoring technology for the soil moisture content (SMC) of agroecological systems in arid …
monitoring technology for the soil moisture content (SMC) of agroecological systems in arid …
Prediction of soil salinity parameters using machine learning models in an arid region of northwest China
Accurate estimation of soil ions composition is of great significance for preventing soil
salinization and guiding crop irrigation. The traditional laboratory measurement of ions …
salinization and guiding crop irrigation. The traditional laboratory measurement of ions …
Enhanced silicate weathering accelerates forest carbon sequestration by stimulating the soil mineral carbon pump
Enhanced silicate rock weathering (ERW) is an emerging strategy for carbon dioxide
removal (CDR) from the atmosphere to mitigate anthropogenic climate change. ERW aims at …
removal (CDR) from the atmosphere to mitigate anthropogenic climate change. ERW aims at …
A comparison of multiple deep learning methods for predicting soil organic carbon in Southern Xinjiang, China
Soil organic carbon (SOC) plays an important role in soil functioning and also global C
balance. Visible-near-infrared (Vis-NIR) spectroscopy can be regarded as a cost-effective …
balance. Visible-near-infrared (Vis-NIR) spectroscopy can be regarded as a cost-effective …
[HTML][HTML] Estimation of soil inorganic carbon with visible near-infrared spectroscopy coupling of variable selection and deep learning in arid region of China
Soil inorganic carbon (SIC) is the primary component of the soil carbon pool in arid and
semiarid regions and strongly impacts the global carbon cycle, ecosystem services, and soil …
semiarid regions and strongly impacts the global carbon cycle, ecosystem services, and soil …
[HTML][HTML] Simultaneous estimation of multiple soil properties under moist conditions using fractional-order derivative of vis-NIR spectra and deep learning
Y Liu, Y Lu, D Chen, W Zheng, Y Ma, X Pan - Geoderma, 2023 - Elsevier
The application of visible and near-infrared (vis-NIR) spectroscopy for predicting soil
properties presents a cost-effective and time-efficient approach for evaluating various soil …
properties presents a cost-effective and time-efficient approach for evaluating various soil …
Study on hyperspectral monitoring model of soil total nitrogen content based on fractional-order derivative
C Yang, M Feng, L Song, B Jing, Y Xie, C Wang… - … and Electronics in …, 2022 - Elsevier
Realizing the real-time nondestructive monitoring of soil total nitrogen (STN) content is an
important task to promote precision agriculture development. In this study, a water regulation …
important task to promote precision agriculture development. In this study, a water regulation …
[HTML][HTML] The inversion of arid-coastal cultivated soil salinity using explainable machine learning and Sentinel-2
P Jia, J Zhang, Y Liang, S Zhang, K Jia, X Zhao - Ecological Indicators, 2024 - Elsevier
The escalating salinization of cultivated soil poses a significant threat to the ecological
environment. It is imperative to establish a monitoring system and mitigate the spread of …
environment. It is imperative to establish a monitoring system and mitigate the spread of …