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Spatial Relations Between Floodplain Environments and Land Use - Land Cover of a Large Lowland Tropical River Valley: Panuco Basin, Mexico

机译:漫滩环境与土地利用之间的空间关系-大型低地热带河流域的土地覆盖:墨西哥Panuco盆地

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Large lowland river valleys include a variety of floodplain environments that represent opportunities and constraints for human activities. This study integrates extensive field observations and geomorphic data with analysis of satellite remote sensing data to examine spatial relations between land use/land cover (LULC) and flood-plain environments in the lower Panuco basin of eastern Mexico. The floodplain of the lower Panuco basin was delineated by combining a digital elevation model with a satellite image of a large flood event. The LULC wasrnclassified by combining a hybrid classification strategy with image stratification, applied to 15-m-resolution ASTER data. A geomorphic classification of floodplain environments was performed using a dry-stage image (ASTER data) and a 1993 Landsat image acquired during a large flood event. Accuracy assessment was based on aerial photographs (1:38,000), global positioning satellite ground-truthing, and a Landsat 7ETM+ image from 2000, which resulted in an overall accuracy of 82.9% and a KHAT of 79.8% for the LULC classification. The geomorphic classification yielded 83.5% overall accuracy, whereas the KHAT was 81.5%. LULC analysis was performed for the entire floodplain and individually within four valley segments. The analysis indicates that the study area is primarily utilized for grazing and farming. Agriculture is primarily associated with coarse-grained (sandy/silty) natural levee and point bar units close to the river channel, whereas cattle grazing occurs in distal and lower-lying reaches dominated by cohesive fine-grained (clayey) deposits, such as backswamps. In the Panuco valley, wetlands and lakes occur within backswamp environments, whereas in the Moctezuma segments, wetlands and lakes are associated with relict channels. This study reveals considerable variation in LULC related to spatial differences in floodplain environments and illustrates the importance of considering older anthropogenic influences on the landscape. The research design should be applicable for other large lowland coastal plain river valleys where agriculture is a major component of the floodplain landscape.
机译:大片的低地河谷包括各种洪泛区环境,这些环境代表了人类活动的机会和制约因素。这项研究将广泛的野外观测和地貌数据与卫星遥感数据进行了分析,以研究墨西哥东部帕努科盆地下游土地利用/土地覆盖(LULC)与漫滩环境之间的空间关系。通过将数字高程模型与大型洪水事件的卫星图像相结合,勾勒出了Panuco盆地下部的洪泛区。通过将混合分类策略与图像分层相结合,对LULC进行了分类,并将其应用于15 m分辨率的ASTER数据。使用干旱阶段图像(ASTER数据)和在大型洪水事件中获取的1993年Landsat图像对洪泛区环境进行了地貌分类。准确性评估基于航空照片(1:38,000),全球定位卫星地面对转和2000年以来的Landsat 7ETM +图像,对于LULC分类,其总体准确性为82.9%,KHAT为79.8%。地貌分类的总体准确度为83.5%,而KHAT为81.5%。对整个洪泛区并在四个谷段内分别进行了LULC分析。分析表明,研究区域主要用于放牧和耕种。农业主要与河道附近的粗粒(沙质/粉质)天然堤防和点坝单元有关,而牛的放牧发生在以细粒状(黏土)为主的粘性沉积物(如后沼泽)为主的末梢和下游。在Panuco山谷中,湿地和湖泊发生在后沼泽环境中,而在Moctezuma段中,湿地和湖泊与遗迹通道相关。这项研究揭示了与洪泛区环境中空间差异有关的LULC的巨大变化,并说明了考虑较旧的人为影响景观的重要性。该研究设计应适用于其他大型低地沿海平原河谷,在这些平原中,农业是洪泛区景观的主要组成部分。

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