[HTML][HTML] Comparison of accuracy and reliability of random forest, support vector machine, artificial neural network and maximum likelihood method in land use/cover …
MS Chowdhury - Environmental Challenges, 2024 - Elsevier
Accurate land use and land cover (LULC) is crucial for sustainable urban planning and for
many scientific researches. However, the demand for accurate LULC maps is increasing; it …
many scientific researches. However, the demand for accurate LULC maps is increasing; it …
A new robust hybrid model based on support vector machine and firefly meta-heuristic algorithm to predict pistachio yields and select effective soil variables
J Seyedmohammadi, A Zeinadini, MN Navidi… - Ecological …, 2023 - Elsevier
Pistachio production is an economically important crop that grows in arid environments. To
predict yield and sustainably manage the use of natural resources such as soil and water …
predict yield and sustainably manage the use of natural resources such as soil and water …
[HTML][HTML] Remote sensing based forest cover classification using machine learning
Pakistan falls significantly below the recommended forest coverage level of 20 to 30 percent
of total area, with less than 6 percent of its land under forest cover. This deficiency is …
of total area, with less than 6 percent of its land under forest cover. This deficiency is …
Combination of discretization regression with data-driven algorithms for modeling irrigation water quality indices
PK Singh, J Rajput, D Kumar, V Gaddikeri… - Ecological …, 2023 - Elsevier
Forecasting water quality parameters helps plan crop selection and irrigation strategies but
is often costly because many parameters are required, particularly in developing nations …
is often costly because many parameters are required, particularly in developing nations …
Tracking the behavior of an accidental oil spill and its impacts on the marine environment in the Eastern Mediterranean
RM Abou Samra, RR Ali - Marine Pollution Bulletin, 2024 - Elsevier
The eastern Mediterranean region is a vital hub for oil transportation and production
because of its strategic location between Europe, Asia, and Africa. But its unique attributes …
because of its strategic location between Europe, Asia, and Africa. But its unique attributes …
[HTML][HTML] Enhancing Land Cover/Land Use (LCLU) classification through a comparative analysis of hyperparameters optimization approaches for deep neural network …
Sustainable natural resources management relies on effective and timely assessment of
conservation and land management practices. Using satellite imagery for Earth observation …
conservation and land management practices. Using satellite imagery for Earth observation …
Evaluation and mapping of predicted future land use changes using hybrid models in a coastal area
Future prediction modeling of land use/land cover (LULC) is crucial for coastal regions due
to unique challenges and vulnerabilities associated with these areas. This research aims to …
to unique challenges and vulnerabilities associated with these areas. This research aims to …
[HTML][HTML] Predicting future land use utilizing economic and land surface parameters with ANN and Markov chain models
The main aim of this study is to comprehensively analyze the dynamics of land use and land
cover (LULC) changes in the Bathinda region of Punjab, India, encompassing historical …
cover (LULC) changes in the Bathinda region of Punjab, India, encompassing historical …
Area-based scenario development in land-use change modeling: A system dynamics-assisted approach for mixed agricultural-residential landscapes
This study aimed to enhance land use and land cover (LULC) change models by addressing
their main limitations, which include the lack of accountability and temporal stability of …
their main limitations, which include the lack of accountability and temporal stability of …
Comparing the performance of machine learning methods in predicting soil seed bank persistence
Y Tang, H Li - Ecological Informatics, 2023 - Elsevier
Soil seed banks are pivotal for understanding plant population life histories and elucidating
plant-environment relationships. Although experimental exploration of persistent seed banks …
plant-environment relationships. Although experimental exploration of persistent seed banks …