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Hydrological differentiation and spatial distribution of high altitude wetlands in a semi-arid Andean region derived from satellite data

机译:基于卫星数据的半干旱安第斯地区高海拔湿地的水文分异和空间分布

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High Altitude Wetlands of the Andes (HAWA) belong to a unique type of wetland within the semi-arid high Andean region. Knowledge about HAWA has been derived mainly from studies at single sites within different parts of the Andes at only small time scales. On the one hand, HAWA depend on water provided by glacier streams, snow melt or precipitation. On the other hand, they are suspected to influence hydrology through water retention and vegetation growth altering stream flow velocity. We derived HAWA land cover from satellite data at regional scale and analysed changes in connection with precipitation over the last decade. Perennial and temporal HAWA subtypes can be distinguished by seasonal changes of photosynthetically active vegetation (PAV) indicating the perennial or temporal availability of water during the year. HAWA have been delineated within a region of 12 800 km2 situated in the Northwest of Lake Titicaca. The multi-temporal classification method used Normalized Differenced Vegetation Index (NDVI) and Normalized Differenced Infrared Index (NDII) data derived from two Landsat ETM+ scenes at the end of austral winter (September 2000) and at the end of austral summer (May 2001). The mapping result indicates an unexpected high abundance of HAWA covering about 800 km2 of the study region (6 %). Annual HAWA mapping was computed using NDVI 16-day composites of Moderate Resolution Imaging Spectroradiometer (MODIS). Analyses on the relation between HAWA and precipitation was based on monthly precipitation data of the Tropical Rain Measurement Mission (TRMM 3B43) and MODIS Eight Day Maximum Snow Extent data (MOD10A2) from 2000 to 2010. We found HAWA subtype specific dependencies on precipitation conditions. A strong relation exists between perennial HAWA and snow fall (r2: 0.82) in dry austral winter months (June to August) and between temporal HAWA and precipitation (r2: 0.75) during austral summer (March to May). Annual changes in spatial extend of perennial HAWA indicate alterations in annual water supply generated from snow melt.
机译:安第斯山脉的高海拔湿地(HAWA)属于半干旱的高安第斯山脉地区内的一种独特类型的湿地。关于HAWA的知识主要来自安第斯山脉不同地区单个地点的研究,仅在很小的时间范围内进行。一方面,HAWA依靠冰川流,融雪或降水提供的水。另一方面,怀疑它们通过保水和植被生长改变河流流速而影响水文学。我们从区域规模的卫星数据中得出了HAWA的土地覆被,并分析了过去十年中与降水有关的变化。多年生和暂时性HAWA亚型可以通过光合活性植被(PAV)的季节变化来区分,表明季节中一年四季或暂时的水可利用量。在喀喀湖西北部的12 800 km 2 地区划定了HAWA。多时相分类方法使用归一化植被指数(NDVI)和归一化红外指数(NDII)数据,这些数据来自南方冬季(2000年9月)和南方夏季(2001年5月)的两个Landsat ETM +场景。 。映射结果表明,HAWA出乎意料的高丰度,覆盖了研究区域的大约800 km 2 (6%)。使用中分辨率成像光谱仪(MODIS)的NDVI 16天合成物计算年度HAWA映射。基于2000年至2010年热带雨量测量任务(TRMM 3B43)的月降水量数据和MODIS八天最大降雪量数据(MOD10A2),分析了HAWA与降水之间的关系。我们发现HAWA特定于降水条件的亚型。在南方干燥的冬季(6月至8月),多年生HAWA与降雪量( r 2 :0.82)之间以及与时空HAWA和降水量( r 2 :0.75)在南方夏季(3月至5月)。多年生HAWA空间扩展的年度变化表明融雪产生的年度供水量发生了变化。

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