Application of optical remote sensing in rubber plantations: a systematic review

FA Azizan, AM Kiloes, IS Astuti, A Abdul Aziz - Remote Sensing, 2021 - mdpi.com
Rubber (Hevea brasiliensis) is a tropical tree crop cultivated for the industrial production of
latex. The trees are tall, perennial and long-lived, and are typically grown in plantations. In …

Prediction of IGBT junction temperature using improved cuckoo search-based extreme learning machine

B Liu, G Chen, HC Lin, W Zhang, J Liu - Microelectronics Reliability, 2021 - Elsevier
The insulated-gate bipolar transistor (IGBT) is one of the most widely used power transistors
in switching and industrial control systems. Its actual junction temperature plays a critical …

[HTML][HTML] Crop classification of satellite imagery using synthetic multitemporal and multispectral images in convolutional neural networks

G Siesto, M Fernández-Sellers, A Lozano-Tello - Remote Sensing, 2021 - mdpi.com
The demand for new tools for mass remote sensing of crops, combined with the open and
free availability of satellite imagery, has prompted the development of new methods for crop …

Effect of hyperparameter tuning on the performance of yolov8 for multi crop classification on uav images

OG Ajayi, PO Ibrahim, OS Adegboyega - Applied Sciences, 2024 - mdpi.com
This study investigates the performance of YOLOv8, a Convolutional Neural Network (CNN)
architecture, for multi-crop classification in a mixed farm with Unmanned Aerial Vehicle …

Machine learning approaches to landsat change detection analysis

G Richardson, A Knudby, MA Crowley… - Canadian Journal of …, 2025 - Taylor & Francis
The Landsat mission has captured images of the Earth's surface for over 50 years, and the
data have enabled researchers to investigate a vast array of different change phenomena …

Design, development and evaluation of latex harvesting robot based on flexible Toggle

S Wang, H Zhou, C Zhang, L Ge, W Li, T Yuan… - Robotics and …, 2022 - Elsevier
Natural rubber latex is an important energy material. However, the harvest of latex is still
manual, and there are few researches on automatic work. This paper proposed a method for …

A full time series imagery and full cycle monitoring (FTSI-FCM) algorithm for tracking rubber plantation dynamics in the Vietnam from 1986 to 2022

B Chen, J Dong, TTT Hien, T Yun, W Kou, Z Wu… - ISPRS Journal of …, 2025 - Elsevier
Accurate mapping of rubber plantations in Southeast Asia is critical for sustainable
plantation management and ecological and environmental impact assessment. Despite …

[HTML][HTML] Enhanced rubber yield prediction in high-density plantation areas using a GIS and machine learning-based forest classification and regression model

P Littidej, W Kromkratoke, B Pumhirunroj, N Buasri… - Forests, 2024 - mdpi.com
Rubber is a perennial plant grown for natural rubber production, which is used in various
global products. Ensuring the sustainability of rubber cultivation is crucial for smallholder …

Estimation of Rubber Yield Using Sentinel-2 Satellite Data

N Bhumiphan, J Nontapon, S Kaewplang, N Srihanu… - Sustainability, 2023 - mdpi.com
Rubber is a perennial plant grown to produce natural rubber. It is a raw material for industrial
and non-industrial products important to the world economy. The sustainability of natural …

Evapotranspiration on natural and reclaimed Coral Islands in the South China Sea

S Han, S Liu, S Hu, X Song, X Mo - Remote Sensing, 2021 - mdpi.com
Studies of evapotranspiration on remote tropical coral islands are important to explore and
sustain scarce freshwater resources. However, there is a significant knowledge gap …