A comprehensive review of crop yield prediction using machine learning approaches with special emphasis on palm oil yield prediction

M Rashid, BS Bari, Y Yusup, MA Kamaruddin… - IEEE …, 2021 - ieeexplore.ieee.org
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 …

Oil palm mapping over Peninsular Malaysia using Google Earth Engine and machine learning algorithms

NSN Shaharum, HZM Shafri, WAWAK Ghani… - Remote Sensing …, 2020 - Elsevier
Oil palm plays a pivotal role in the ecosystem, environment, economy and without proper
monitoring, uncontrolled oil palm activities could contribute to deforestation that can cause …

[HTML][HTML] Multi-temporal analysis of past and future land cover change in the highly urbanized state of Selangor, Malaysia

M Azari, L Billa, A Chan - Ecological Processes, 2022 - Springer
Background This study analysed the multi-temporal trend in land cover, and modelled a
future scenario of land cover for the year 2030 in the highly urbanized state of Selangor …

Identifying factors and predicting the future land-use change of protected area in the agricultural landscape of Malaysian peninsula for conservation planning

NH Rafaai, SA Abdullah, MIH Reza - Remote Sensing Applications: Society …, 2020 - Elsevier
Given that surrounding land-use change affects the function of protected areas, it is crucial to
identify the driving forces that influence them and modelling future changes to prevent …

[HTML][HTML] Past and future land use/land cover changes from multi-temporal Landsat imagery in Mpologoma catchment, eastern Uganda

J Bunyangha, MJG Majaliwa, AW Muthumbi… - The Egyptian Journal of …, 2021 - Elsevier
Land use/cover (LULC) change is a major concern in Africa's river basins and policy makers,
environmentalists and other stakeholders tackling biodiversity and sustainable development …

Modeling land use and land cover dynamic using geographic information system and Markov-CA

MA Widiawaty, A Ismail, M Dede… - Geosfera …, 2020 - jurnal.unej.ac.id
The need for built-up area increases along with a rise in population growth in many regions.
This phenomenon leads to a tremendous change in agricultural land and decrease in the …

Impact of climate and land use/cover changes on streamflow in Yadot Watershed, Genale Dawa Basin, Ethiopia

A Mustefa Abdule, A Muluneh… - Air, Soil and Water …, 2023 - journals.sagepub.com
Climate and land use/cover (LULC) changes are essential factors that influence hydrological
regimes by altering the groundwater recharge and river flow. This study investigated the …

Monitoring Conservation of Forest in Protected Areas using Remote Sensing Change Detection Approach: a Review

W Miranda-Castro, R Acevedo-Barrios… - … Problems of Ecology, 2022 - Springer
Deforestation and fragmentation threaten biodiversity owing to their impacts on many
species. To prevent and minimise the problem, protected areas have been created with the …

Mapping the spatial distribution and changes of oil palm land cover using an open source cloud-based mapping platform

NSN Shaharum, HZM Shafri… - … Journal of Remote …, 2019 - Taylor & Francis
Oil palm has become well known for its oil palm yields that can be used to produce food,
biodiesel and biogas. The rapid expansion of oil palm plantations over large areas has …

Change analyses and prediction of land use and land cover changes in Bernam River Basin, Malaysia

FA Kondum, MK Rowshon, CA Luqman… - Remote Sensing …, 2024 - Elsevier
Land use and land cover (LULC) change is a dynamic process which is significantly
influenced by anthropogenic activities. Analysing historical LULC trends and predicting …