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Long‑term monitoring of cropland transformation in Kolkata Metropolitan Area, India using open‑source geospatial technologies

机译:使用开源地理空间技术在印度加尔各答大都市地区农田改造的长期监测

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摘要

Urban and peri-urban agricultural practices are degrading throughout the developing world owing to unprecedentedurban sprawling and consequent expansion of built-up areas. This study attempted to assess the changing land use/landcover patterns of Kolkata Metropolitan Area, India from 1990 to 2020 with special emphasis on the transformation trajectoriesof its urban and peri-urban agriculture as a case study using free and open-source software and multi-temporalgeospatial database. It also aimed to project the transformation scenario of croplands in 2030 through application ofthe artificial neural network algorithm of the freely available Modules for Land Use Change Evaluation plugin. Resultsrevealed a persistent spread of built-up areas by engulfing croplands, wetlands, vegetation and water bodies throughoutthe assessment period. An overall loss of 181.11 sq. km of croplands between 1990 and 2020 was estimated and foundto be more prominent in the northern, eastern, and south-eastern parts of the study area. If the existing socio-economicframework and administrative mechanism would prevail as usual, then the projected land use patterns of 2030 wouldpredict a further decrease of 15.46 sq. km in cropland area thereby culminating to a total 37.39% of it original extent since1990. A theoretical three-stage model of land use conversion was developed from the empirical results as well as fieldobservations and validated with the findings of the projected scenario. It indicated two primary conversion patterns forthe study area, viz. (1) natural area to cropland to fallow land and then to built-up, and (2) natural area to fallow land tobuilt-up. Few necessary management measures were suggested to mitigate this persistent loss of croplands and othernatural areas.
机译:由于前所未有的,城市和围城市农业实践在整个发展中国家都处于退化城市蔓延和随后的建筑区域扩展。本研究试图评估较改的土地使用/土地从1990年到2020年,印度加尔各答大都会区的覆盖模式,特别强调转型轨迹其城市和围城农业作为一种使用自由和开源软件和多时间的案例研究地理空间数据库。它还旨在通过适用于2030年在2030年推动裁剪的转型情景土地利用变化评估插件自由可用模块的人工神经网络算法。结果通过吞没整个农田,湿地,植被和水体,揭示了建筑区域的持续传播评估期。 1990年至2020年间的181.11平方米的总体损失估计并发现了1990年至2020年之间的农作物在研究区的北部,东部和东南部地区更加突出。如果现有的社会经济框架和行政机制将像往常一样占上风,那么预计的土地使用模式为2030年将在农田地区预测进一步减少15.46平方公里,从而在其原始程度上连续37.39%。1990.从经验结果和领域开发了一种理论三阶段的土地使用转换模型观察和验证了预计场景的结果。它表示两个主要的转换模式研究区,张。 (1)自然区域到耕地到休耕地,然后建成,(2)自然区域到休耕地建立。提出了一些必要的管理措施,以减轻这种持续损失的农田和其他自然区域。

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