GIS-based cropland suitability prediction using machine learning: A novel approach to sustainable agricultural production

D Radočaj, M Jurišić - Agronomy, 2022 - mdpi.com
The increasing global demand for food has forced farmers to produce higher crop yields in
order to keep up with population growth, while maintaining sustainable production for the …

[HTML][HTML] Combination of fuzzy-AHP and GIS techniques in land suitability assessment for wheat (Triticum aestivum) cultivation

OM Kılıc, K Ersayın, H Gunal, A Khalofah… - Saudi Journal of …, 2022 - Elsevier
Land suitability classification is a useful management practice to ensure planned and
sustainable use of agricultural lands according to their potentials. The main purposes of this …

Revitalization Potential of Marginal Areas for Sustainable Rural Development in the Puglia Region, Southern Italy: Part I: A Review

S Alhajj Ali, A Tallou, GA Vivaldi, S Camposeo… - Agronomy, 2024 - mdpi.com
Feeding nine billion people by 2050 will be a challenge due to climate change. There is a
significant portion of abandoned and unused marginal lands across the nation and in the …

Combined fuzzy AHP–GIS for agricultural land suitability modeling for a watershed in southern Iran

B Tashayo, A Honarbakhsh, A Azma… - Environmental …, 2020 - Springer
Modeling agriculture land suitability at a regional scale plays an important role in designing
the best sustainable management systems. The aim of this study was to derive a land …

Feasibility of fuzzy analytical hierarchy process (FAHP) and fuzzy TOPSIS methods to assess the most sensitive soil attributes against land use change

M Zahedifar - Environmental Earth Sciences, 2023 - Springer
The increase in demand for more food production due to the population growth has caused
land efficiency and sustainable soil management to be taken into consideration. Multi …

Land suitability analysis for paddy crop using GIS-based Fuzzy-AHP (F-AHP) method in Koch Bihar district, West Bengal

B Sarkar, P Das, N Islam, A Basak… - Geocarto …, 2022 - Taylor & Francis
Abstract Land Suitability Analysis (LSA) is one of the most important methods for developing
a precise land suitability map. The present study was aimed to identify suitable paddy crop …

Geoinformatics, artificial intelligence, sensor technology, big data: emerging modern tools for sustainable agriculture

A Singh, R Mehrotra, VD Rajput… - Sustainable …, 2022 - Wiley Online Library
Technological developments such as machines for tillage and harvesting, controlled
irrigation, fertilizers, pesticides, crop breeding, genetics research, biotechnological tools for …

Agricultural land suitability classification and crop suggestion using machine learning and spatial multicriteria decision analysis in semi-arid ecosystem

N Agrawal, H Govil, T Kumar - Environment, Development and …, 2024 - Springer
Agricultural land evaluation for crop cultivation plays a vital role in developing a sustainable
and productive agricultural system. The traditional way of manual land evaluation is time …

Investigation of the relationship between ndvi index, soil moisture, and precipitation data using satellite images

S Felegari, A Sharifi, K Moravej… - Sustainable …, 2022 - Wiley Online Library
Direct monitoring of soil moisture and extraction of moisture data as points are not only
costly and time‐consuming but also impractical on a large scale. One of the new methods is …

[HTML][HTML] Modelling agricultural land suitability for vegetable crops farming using RS and GIS in conjunction with bivariate techniques in the Uttar Dinajpur district of …

D Sarkar, S Saha, P Mondal - Green Technologies and Sustainability, 2023 - Elsevier
This study aims to evaluate agricultural land suitability for vegetable crop farming in the Uttar
Dinajpur district. For performing the land suitability, the bivariate statistical techniques like …