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 …
[HTML][HTML] Supply chain risk management with machine learning technology: A literature review and future research directions
M Yang, MK Lim, Y Qu, D Ni, Z ** of research on land use change and food security: a visual analysis using CiteSpace and VOSviewer
P Cheng, H Tang, Y Dong, K Liu, P Jiang… - International Journal of …, 2021 - mdpi.com
Many scholars have conducted in-depth research on the theme of land use change and food
security, and formed fruitful research results, but there is a lack of quantitative analysis and …
security, and formed fruitful research results, but there is a lack of quantitative analysis and …
Combining spectral and texture features of UAS-based multispectral images for maize leaf area index estimation
X Zhang, K Zhang, Y Sun, Y Zhao, H Zhuang, W Ban… - Remote Sensing, 2022 - mdpi.com
The leaf area index (LAI) is of great significance for crop growth monitoring. Recently,
unmanned aerial systems (UASs) have experienced rapid development and can provide …
unmanned aerial systems (UASs) have experienced rapid development and can provide …
High-resolution crop yield and water productivity dataset generated using random forest and remote sensing
Accurate and high-resolution crop yield and crop water productivity (CWP) datasets are
required to understand and predict spatiotemporal variation in agricultural production …
required to understand and predict spatiotemporal variation in agricultural production …
A research landscape bibliometric analysis on climate change for last decades: Evidence from applications of machine learning
Climate change (CC) is one of the greatest threats to human health, safety, and the
environment. Given its current and future impacts, numerous studies have employed …
environment. Given its current and future impacts, numerous studies have employed …