加纳中部地区土地利用和土地覆盖动态的地理空间评估

Q3 Agricultural and Biological Sciences
A. Koranteng, Isaac Adu-Poku, E. Donkor, T. Zawila-Niedzwiecki
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引用次数: 6

摘要

加纳土地利用和土地覆盖(LULC)地形在过去几年中发生了深刻的变化,主要是由人类活动引起的,这些活动影响了全国和次区域的环境。本研究通过遥感(RS)和地理信息系统(GIS)等地理空间程序的综合方法,对覆盖加纳阿散蒂地区首府(库马西)及周边地区的卫星图像中过去、现在和未来的LULC进行了全面分析。绘制了1990年(Landsat TM)、2000年(Landsat ETM+)、2010年(Alos and Disaster Monitoring Constellation-DMC)和2020年(SENTINEL) 4个不同年份的30年多时相卫星影像数据集。根据当时的地理环境、实地研究和遥感数据,划分了五个主要的LULC类别——封闭森林、开放森林、农业、建筑和水。应用马尔可夫元胞自动机模型预测了未来20年(2040年)可能的LULC变化后果。研究表明,开阔森林和农业类分类分别减少51.98 ~ 38.82和27.48 ~ 20.11。与此同时,建成厂从4.8%增加到24.8%(从1990年到2020年增长超过500%)。快速城市化导致森林覆盖减少,农田变成人类住区。2040年的预测图显示,建成区面积将以牺牲其他LULC类别为代价,上升35.2%。这种从过去到预测未来的趋势,将要求作出明智的LULC决议,以保持加纳的森林覆盖,为农业活动提供可耕地,并减轻气候变化的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Geospatial assessment of land use and land cover dynamics in the mid-zone of Ghana
Abstract Land use and land cover (LULC) terrain in Ghana has undergone profound changes over the past years emanating mainly from anthropogenic activities, which have impacted countrywide and sub-regional environment. This study is a comprehensive analysis via integrated approach of geospatial procedures such as Remote Sensing (RS) and Geographic Information System (GIS) of past, present and future LULC from satellite imagery covering Ghana’s Ashanti regional capital (Kumasi) and surrounding districts. Multi-temporal satellite imagery data sets of four different years, 1990 (Landsat TM), 2000 (Landsat ETM+), 2010 (Alos and Disaster Monitoring Constellation-DMC) and 2020 (SENTINEL), spanning over a 30-year period were mapped. Five major LULC categories – Closed Forest, Open Forest, Agriculture, Built-up and Water – were delineated premised on the prevailing geographical settings, field study and remote sensing data. Markov Cellular Automata modelling was applied to predict the probable LULC change consequence for the next 20 years (2040). The study revealed that both Open Forest and Agriculture class categories decreased 51.98 to 38.82 and 27.48 to 20.11, respectively. Meanwhile, Built-up class increased from 4.8% to 24.8% (over 500% increment from 1990 to 2020). Rapid urbanization caused the depletion of forest cover and conversion of farmlands into human settlements. The 2040 forecast map showed an upward increment in the Built-up area up to 35.2% at the expense of other LULC class categories. This trend from the past to the forecasted future would demand that judicious LULC resolutions have to be made to keep Ghana’s forest cover, provide arable land for farming activities and alleviate the effects of climate change.
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来源期刊
Folia Forestalia Polonica, Series A
Folia Forestalia Polonica, Series A Agricultural and Biological Sciences-Forestry
CiteScore
1.30
自引率
0.00%
发文量
18
审稿时长
8 weeks
期刊介绍: FOLIA FORESTALIA POLONICA, SERIES A – FORESTRY is a forest science magazine addressed to scientists, administrators and policy-makers in forestry, agroforestry, ecology, environment and resource management. The language of publication is English and papers from any region of the world are welcome.
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