State Key Laboratory of Desert and Oasis Ecology, Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences, Urumqi 830011, China.
Cele National Station of Observation and Research for Desert-Grassland Ecosystems, Cele 848300, China.
Int J Environ Res Public Health. 2023 Feb 4;20(4):2795. doi: 10.3390/ijerph20042795.
With the increasing impact of human activities on the environment, evapotranspiration (ET) has changed in arid areas, which further affects the water resources availability in the region. Therefore, understanding the impact of human activities on ET and its components is helpful to the management of water resources in arid areas. This study verified the accuracy of Fisher's model (PT-JPL model) for ET estimation in southern Xinjiang, China by using the evaporation complementarity theory dataset (AET dataset). The ET and the evapotranspiration components (T:E) of six land-use types were estimated in southern Xinjiang from 1982 to 2015, and the impact of human activities on ET was analyzed. In addition, the impact of four environmental factors (temperature (Temp), net radiation (Rn), relative humidity (RH), and NDVI) on ET were evaluated. The results showed that the calculated ET values of the PT-JPL model were close to the ET values of the AET dataset. The correlation coefficient (R) was more than 0.8, and the NSE was close to 1. In grassland, water area, urban industrial and mining land, forest land, and cultivated land, the ET values were high, and in unused land types, the ET values were the lowest. The T:E values varied greatly in urban industrial and mining land, forest land, and cultivated land, which was due to the intensification of human activities, and the values were close to 1 in summer in recent years. Among the four environmental factors, temperature largely influenced the monthly ET. These findings suggest that human activities have significantly reduced soil evaporation and improved water use efficiency. The impact of human activities on environmental factors has caused changes in ET and its components, and appropriate oasis expansion is more conducive to regional sustainable development.
随着人类活动对环境的影响不断增加,干旱地区的蒸散量(ET)发生了变化,这进一步影响了该地区的水资源可利用量。因此,了解人类活动对 ET 及其组成部分的影响有助于干旱地区水资源的管理。本研究通过利用蒸发互补理论数据集(AET 数据集)验证了 Fisher 模型(PT-JPL 模型)在新疆南部估算 ET 的准确性。本研究估算了 1982 年至 2015 年新疆南部六种土地利用类型的 ET 和蒸散组成部分(T:E),并分析了人类活动对 ET 的影响。此外,还评估了四个环境因素(温度(Temp)、净辐射(Rn)、相对湿度(RH)和 NDVI)对 ET 的影响。结果表明,PT-JPL 模型计算的 ET 值与 AET 数据集的 ET 值接近。相关系数(R)大于 0.8,归一化误差(NSE)接近 1。在草地、水域、城市工矿用地、林地和耕地中,ET 值较高,而在未利用地类型中,ET 值最低。城市工矿用地、林地和耕地的 T:E 值变化较大,这是由于人类活动的加强,近年来夏季的值接近 1。在四个环境因素中,温度对月 ET 的影响最大。这些发现表明,人类活动显著减少了土壤蒸发,提高了水利用效率。人类活动对环境因素的影响导致了 ET 及其组成部分的变化,适当的绿洲扩张更有利于区域可持续发展。