Land use and land cover change impact on characteristics of surface evapotranspiration in semi-arid environment of Western Rajasthan, India

被引:2
|
作者
Saxena, Dhruv [1 ]
Choudhary, Mahender [1 ]
Sharma, Gunwant [1 ]
机构
[1] Malaviya Natl Inst Technol, Dept Civil Engn, Jaipur 302017, India
关键词
evapotranspiration; Indira Gandhi Nahar Pariyojana; Landsat; land use land cover; random forest; supervised learning; surface energy balance algorithm for land; RIVER-BASIN; ACCURACY; CLIMATE; RUNOFF;
D O I
10.2166/wpt.2023.222
中图分类号
TV21 [水资源调查与水利规划];
学科分类号
081501 ;
摘要
The development of the Indira Gandhi Nahar Pariyojana (IGNP) in western Rajasthan has significantly impacted land use and land cover (LULC) changes, which have hugely transformed the hydrologic cycle in recent decades. Hence, we investigate the surface evapotranspiration (ET) response to LULC changes in the IGNP for the period from 1990 to 2020. The Surface Energy Balance algorithm (Surface Energy Balance Algorithm for Land) was applied to the Landsat dataset along with local weather data obtained from the Indian Meteorological Department. A machine learning-based random forest classifier was applied to develop the LULC maps. The higher values of ET are mainly distributed in the northwest. Area covered by croplands has shown an increasing trend over the decades at a rate of 734.76 km(2)<middle dot>a(-1), urban settlements/ built-up areas increased at a rate of 14.67 km(2)<middle dot>a(-1), barren area decreased gradually at a rate of 751.67 km(2)<middle dot>a(-1), and area covered by the few water bodies showed minor fluctuations. Overall, the LULC changes have a smaller influence on ET rates but has a considerable impact on the total ET in the IGNP region due to an increase in the area covered by vegetation as a result of increased water availability.
引用
收藏
页码:154 / 169
页数:16
相关论文
共 50 条
  • [1] Identifying hotspots in land use land cover change and the drivers in a semi-arid region of India
    Vijayasekaran Duraisamy
    Ramkumar Bendapudi
    Ajit Jadhav
    [J]. Environmental Monitoring and Assessment, 2018, 190
  • [2] Identifying hotspots in land use land cover change and the drivers in a semi-arid region of India
    Duraisamy, Vijayasekaran
    Bendapudi, Ramkumar
    Jadhav, Ajit
    [J]. ENVIRONMENTAL MONITORING AND ASSESSMENT, 2018, 190 (09)
  • [3] Spatiotemporal Changes in Land Use/ Land Cover and its Impact on Gross Primary Productivity and Land Surface Temperature in the Western Semi-Arid Region of India
    Saxena, Dhruv
    Choudhary, Mahender
    Sharma, Gunwant
    [J]. SSRN, 2023,
  • [4] Land use/land cover change and extreme climatic events in the arid and semi-arid ecoregions of Mexico
    Alejandra Pontifes, Paulina
    Massyel Garcia-Meneses, Paola
    Gomez-Aiza, Laura
    Ismael Monterroso-Rivas, Alejandro
    Caso-Chavez, Margarita
    [J]. ATMOSFERA, 2018, 31 (04): : 355 - 372
  • [5] The impact of land use and land cover changes on runoff in a semi-arid river basin
    Zhang, Wei
    Ren, Liliang
    Yang, Xiaoli
    Jiang, Shanhu
    [J]. HYDROLOGICAL CYCLE AND WATER RESOURCES SUSTAINABILITY IN CHANGING ENVIRONMENTS, 2011, 350 : 38 - 44
  • [6] Watershed management on land use/land cover dynamics in semi-arid watershed, Central India
    Mohd Yousuf Khanday
    Imran Khan
    Akram Javed
    [J]. Arabian Journal of Geosciences, 2016, 9
  • [7] Watershed management on land use/land cover dynamics in semi-arid watershed, Central India
    Khanday, Mohd Yousuf
    Khan, Imran
    Javed, Akram
    [J]. ARABIAN JOURNAL OF GEOSCIENCES, 2016, 9 (06)
  • [8] Land cover/land use change in semi-arid Inner Mongolia: 1992-2004
    John, Ranjeet
    Chen, Jiquan
    Lu, Nan
    Wilske, Burkhard
    [J]. ENVIRONMENTAL RESEARCH LETTERS, 2009, 4 (04):
  • [9] Mapping of Land Degradation Vulnerability in the Semi-Arid Watershed of Rajasthan, India
    Malav, Lal Chand
    Yadav, Brijesh
    Tailor, Bhagwati L.
    Pattanayak, Sarthak
    Singh, Shruti, V
    Kumar, Nirmal
    Reddy, Gangalakunta P. O.
    Mina, Banshi L.
    Dwivedi, Brahma S.
    Jha, Prakash Kumar
    [J]. SUSTAINABILITY, 2022, 14 (16)
  • [10] Assessing the impact of anthropogenic activities on land use and land cover changes in the semi-arid and arid regions of Algeria
    Ghefar Mohammed
    Morsli Boutkhil
    Bouazzaoui Ayoub
    [J]. Environmental Monitoring and Assessment, 2024, 196