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Machine learning for urban heat island (UHI) analysis: Predicting land surface temperature (LST) in urban environments
This study investigates how urban configuration influences the distribution of heat, known as
the Urban Heat Island (UHI) effect, in Shiraz, Iran. Several Machine Learning algorithms are …
the Urban Heat Island (UHI) effect, in Shiraz, Iran. Several Machine Learning algorithms are …
[HTML][HTML] A proposal of implementation of sitting posture monitoring system for wheelchair utilizing machine learning methods
This paper presents a posture recognition system aimed at detecting sitting postures of a
wheelchair user. The main goals of the proposed system are to identify and inform irregular …
wheelchair user. The main goals of the proposed system are to identify and inform irregular …
[HTML][HTML] Segmentation scale effect analysis in the object-oriented method of high-spatial-resolution image classification
S Hao, Y Cui, J Wang - Sensors, 2021 - mdpi.com
High-spatial-resolution images play an important role in land cover classification, and object-
based image analysis (OBIA) presents a good method of processing high-spatial-resolution …
based image analysis (OBIA) presents a good method of processing high-spatial-resolution …
An advanced high resolution land use/land cover dataset for Iran (ILULC-2022) by focusing on agricultural areas based on remote sensing data
N Karimi, S Sheshangosht, M Rashtbari… - … and Electronics in …, 2025 - Elsevier
This study presents the first high-resolution Land Use/Land Cover dataset for Iran in 2022
(ILULC-2022), with a particular emphasis on the agricultural areas. This research employed …
(ILULC-2022), with a particular emphasis on the agricultural areas. This research employed …
[HTML][HTML] Machine learning techniques for flood forecasting
FAA Hadi, L Mohd Sidek, GH Ahmed Salih… - Journal of …, 2024 - iwaponline.com
Climate change resulted in dramatic change in the monsoon precipitation rates in Malaysia,
contributing to repetitive flooding events. This research examines different substantial …
contributing to repetitive flooding events. This research examines different substantial …
Interpretable land cover classification with modal decision trees
G Pagliarini, G Sciavicco - European Journal of Remote Sensing, 2023 - Taylor & Francis
Land cover classification (LCC) refers to the task of classifying each pixel in satellite/aerial
imagery by predicting a label carrying information about its nature. Despite the importance of …
imagery by predicting a label carrying information about its nature. Despite the importance of …
Cropland abandonment and flood risks: Spatial analysis of a case in North Central Vietnam
Agricultural land abandonment due to floods has become a significant global problem,
causing multiple environmental issues, deteriorating rural landscapes, and impacting the …
causing multiple environmental issues, deteriorating rural landscapes, and impacting the …
Use of the classification by a decision tree in the analysis of the effect of urban dynamics on the consumption of agricultural land in the municipality of Batna
A Bendib, K Berghout - Journal of the Indian Society of Remote Sensing, 2023 - Springer
In the municipality of Batna, urban dynamics consume peri-urban areas, putting the most
fertile agricultural land at risk. Preserving these spaces becomes a priority. However, the …
fertile agricultural land at risk. Preserving these spaces becomes a priority. However, the …
Optimizing potato disease classification using a metaheuristics algorithm for deep learning: A novel approach for sustainable agriculture
Potato is a food crop at a global scale, bearing a hefty importance for the food security and
nutrition of millions of people worldwide. Nonetheless, some obstacles have to be overcome …
nutrition of millions of people worldwide. Nonetheless, some obstacles have to be overcome …
Advantage of Combining OBIA and Classifier Ensemble Method for Very High‐Resolution Satellite Imagery Classification
R Han, P Liu, G Wang, H Zhang, X Wu - Journal of Sensors, 2020 - Wiley Online Library
Accurate and timely collection of urban land use and land cover information is crucial for
many aspects of urban development and environment protection. Very high‐resolution …
many aspects of urban development and environment protection. Very high‐resolution …