Land use/land cover changes in the central part of the Chitwan Annapurna Landscape, Nepal

被引:8
作者
Adhikari, Jagan Nath [1 ,2 ]
Bhattarai, Bishnu Prasad [1 ]
Rokaya, Maan Bahadur [3 ,4 ]
Thapa, Tej Bahadur [1 ]
机构
[1] Tribhuvan Univ Kathmandu, Inst Sci & Technol, Cent Dept Zool, Kirtipur, Bagmati, Nepal
[2] Tribhuvan Univ, Dept Zool, Birendra Multiple Campus, Bharatpur, Bagmati, Nepal
[3] Czech Acad Sci, Global Change Res Inst, Brno, Moravia, Czech Republic
[4] Czech Acad Sci, Inst Bot, Pruhonice, Czech Republic
来源
PEERJ | 2022年 / 10卷
关键词
Accuracy assessment; Habitat change detection; Image classification; Landsat image; Remote sensing; SATELLITE IMAGERY; NATIONAL-PARK; CLASSIFICATION; ACCURACY; CONSERVATION; PATTERN; FOREST; WORLD; BARUN; AREA;
D O I
10.7717/peerj.13435
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background: Land use/land cover assessment and monitoring of the land cover dynamics are essential to know the ecological, physical and anthropogenic processes in the landscape. Previous studies have indicated changes in the landscape of mid-hills of Nepal in the past few decades. But there is a lack of study in the Chitwan Annapurna Landscape; hence, this study was carried out to fill in study gap that existed in the area. Methods: This study evaluates land use/land cover dynamics between 2000 to 2020 in the central part of the Chitwan Annapurna Landscape, Nepal by using Landsat images. The Landsat images were classified into eight different classes using remote sensing and geographic information system (GIS). The accuracy assessment of classified images was evaluated by calculating actual accuracy, producer's accuracy, user's accuracy and kappa coefficient based on the ground-truthing points for 2020 and Google Earth and topographic maps for images of 2010 and 2000. Results: The results of land use/land cover analysis of Landsat image 2020 showed that the study area was composed of grassland (1.73%), barren area (1.76%), riverine forest (1.93%), water body (1.97%), developed area (4.13%), Sal dominated forest (15.4%), cropland (28.13%) and mixed forest (44.95%). The results of land cover change between 2000 to 2020 indicated an overall increase in Sal dominated forest (7.6%), developed area (31.34%), mixed forest (37.46%) and decrease in riverine forest (11.29%), barren area (20.03%), croplands (29.87%) and grasslands (49.71%). The classification of the images of 2000, 2010 and 2020 had 81%, 81.6% and 84.77% overall accuracy, respectively. This finding can be used as a baseline information for the development of a proper management plan to protect wildlife habitats and forecasting possible future changes, if needed.
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页数:22
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