Prediction of electric vehicle charging duration time using ensemble machine learning algorithm and Shapley additive explanations

I Ullah, K Liu, T Yamamoto, M Zahid… - International Journal of …, 2022 - Wiley Online Library
Electric vehicles (EVs) are the most important components of smart transportation systems.
Limited driving range, prolonged charging times, and inadequate charging infrastructure are …

[HTML][HTML] Comparative analysis of modeling algorithms for forest aboveground biomass estimation in a subtropical region

Y Gao, D Lu, G Li, G Wang, Q Chen, L Liu, D Li - Remote Sensing, 2018 - mdpi.com
Remote sensing–based forest aboveground biomass (AGB) estimation has been
extensively explored in the past three decades, but how to effectively combine different …

Remote sensing for the Spanish forests in the 21st century: A review of advances, needs, and opportunities

C Gómez, P Alejandro, T Hermosilla, F Montes… - Forest …, 2019 - riunet.upv.es
[EN] Forest ecosystems provide a host of services and societal benefits, including carbon
storage, habitat for fauna, recreation, and provision of wood or non-wood products. In a …

[HTML][HTML] Rohingya refugee crisis and forest cover change in Teknaf, Bangladesh

MM Hassan, AC Smith, K Walker, MK Rahman… - Remote Sensing, 2018 - mdpi.com
Following a targeted campaign of violence by Myanmar military, police, and local militias,
more than half a million Rohingya refugees have fled to neighboring Bangladesh since …

Development of machine learning algorithms for predicting internal corrosion of crude oil and natural gas pipelines

J Fang, X Cheng, H Gai, S Lin, H Lou - Computers & Chemical Engineering, 2023 - Elsevier
Energy industry is losing billions of dollars each year due to corrosion. However, publicly
accessible datasets on pipeline corrosion are limited, making it difficult to accurately predict …

Using Google Earth engine to map complex shade-grown coffee landscapes in Northern Nicaragua

LC Kelley, L Pitcher, C Bacon - Remote Sensing, 2018 - mdpi.com
Shade-grown coffee (shade coffee) is an important component of the forested tropics, and is
essential to the conservation of forest-dependent biodiversity. Despite its importance, shade …

[HTML][HTML] A new vegetation index based on multitemporal Sentinel-2 images for discriminating heavy metal stress levels in rice

Z Zhang, M Liu, X Liu, G Zhou - Sensors, 2018 - mdpi.com
Heavy metal stress in crops is a worldwide problem that requires accurate and timely
monitoring. This study aimed to improve the accuracy of monitoring heavy metal stress …

A proposed ensemble feature selection method for estimating forest aboveground biomass from multiple satellite data

Y Zhang, J Liu, W Li, S Liang - Remote Sensing, 2023 - mdpi.com
Feature selection (FS) can increase the accuracy of forest aboveground biomass (AGB)
prediction from multiple satellite data and identify important predictors, but the role of FS in …