A comprehensive review of crop yield prediction using machine learning approaches with special emphasis on palm oil yield prediction
An early and reliable estimation of crop yield is essential in quantitative and financial
evaluation at the field level for determining strategic plans in agricultural commodities for …
evaluation at the field level for determining strategic plans in agricultural commodities for …
Mapping forest height and aboveground biomass by integrating ICESat‐2, Sentinel‐1 and Sentinel‐2 data using Random Forest algorithm in northwest Himalayan …
The present study aims to map forest canopy height by integrating ICESat‐2 and Sentinel‐1
data and investigate the effect of integrating forest canopy height information with Sentinel‐2 …
data and investigate the effect of integrating forest canopy height information with Sentinel‐2 …
Crop yield prediction in cotton for regional level using random forest approach
Early and precise estimation of crop yield plays a crucial role in quantitative and financial
assessment at field level, to lay down strategic plans for import–export policies for …
assessment at field level, to lay down strategic plans for import–export policies for …
Mapping maize crop coefficient Kc using random forest algorithm based on leaf area index and UAV-based multispectral vegetation indices
G Shao, W Han, H Zhang, S Liu, Y Wang… - Agricultural Water …, 2021 - Elsevier
Rapid and accurate acquisition of crop coefficient (K c) values is essential for estimating field
crop evapotranspiration (ET). The lack of rapid access to the high-resolution spatial and …
crop evapotranspiration (ET). The lack of rapid access to the high-resolution spatial and …
Research on rice leaf area index estimation based on fusion of texture and spectral information
W Yuan, Y Meng, Y Li, Z Ji, Q Kong, R Gao… - … and Electronics in …, 2023 - Elsevier
Abstract Leaf Area Index (LAI) is one of the indicators used to measure the growth status of
rice fields. Rapid, accurate, and large-scale monitoring of LAI plays an important role in …
rice fields. Rapid, accurate, and large-scale monitoring of LAI plays an important role in …
A Review of Research on Forest Ecosystem Quality Assessment and Prediction Methods
K Guo, B Wang, X Niu - Forests, 2023 - mdpi.com
The accurate assessment and prediction of forest ecosystem quality is an important basis for
evaluating the effectiveness of regional ecological protection and restoration, establishing a …
evaluating the effectiveness of regional ecological protection and restoration, establishing a …
Combining spectral and textural information from UAV RGB images for leaf area index monitoring in kiwifruit orchard
Y Zhang, N Ta, S Guo, Q Chen, L Zhao, F Li, Q Chang - Remote Sensing, 2022 - mdpi.com
The use of a fast and accurate unmanned aerial vehicle (UAV) digital camera platform to
estimate leaf area index (LAI) of kiwifruit orchard is of great significance for growth, yield …
estimate leaf area index (LAI) of kiwifruit orchard is of great significance for growth, yield …
Spatio-temporal variability of water use efficiency and its drivers in major forest formations in India
Forests play a significant role in mitigating the effects of climate change and regulating the
biogeochemical cycles. Water use efficiency (WUE) is an important indicator that links the …
biogeochemical cycles. Water use efficiency (WUE) is an important indicator that links the …
Wheat leaf traits monitoring based on machine learning algorithms and high-resolution satellite imagery
The leaf, which is a crucial indicator for evaluating crop status, plays an important role in
plants' functions. Determining and monitoring leaf parameters can facilitate the detection …
plants' functions. Determining and monitoring leaf parameters can facilitate the detection …
Combined experimental and TD-DFT/DMOl3 investigations, optical properties, and photoluminescence behavior of a thiazolopyrimidine derivative
We present here the FT-IR, DFT computation, XRD, optical, and photophysical
characterization of a heterocyclic compound with thienopyrimidine and pyran moieties. TD …
characterization of a heterocyclic compound with thienopyrimidine and pyran moieties. TD …