Satellite-Based Estimation of the Influence of Land Use and Cover Change on the Surface Shortwave Radiation Budget in a Humid Basin

被引:6
|
作者
Ye, Shuchao [1 ]
Feng, Huihui [1 ,2 ]
Zou, Bin [1 ,2 ]
Ding, Ying [1 ]
Zhu, Sijia [1 ]
Li, Feng [3 ,4 ]
Dong, Guotao [5 ]
机构
[1] Cent South Univ, Sch Geosci & Infophys, Changsha 410083, Peoples R China
[2] Chinese Minist Educ, Key Lab Metallogen Predict Nonferrous Met & Geol, Changsha 410083, Peoples R China
[3] Chinese Acad Sci, Inst Subtrop Agr, Key Lab Agroecol Proc Subtrop Reg, Changsha 410125, Peoples R China
[4] Chinese Acad Sci, Inst Subtrop Agr, Dongting Lake Stn Wetland Ecosyst Res, Changsha 410125, Peoples R China
[5] Yellow River Conservancy Commiss, MWR Key Lab Soil & Water Loss Proc & Control Loes, Yellow River Inst Hydraul Res, Zhengzhou 450003, Peoples R China
基金
中国国家自然科学基金;
关键词
surface shortwave radiation budget; land-use and cover change; albedo; Dongting Lake Basin; satellite; SCALE DEFORESTATION; SOLAR-RADIATION; DONGTING LAKE; ALBEDO CHANGE; CLIMATE; TEMPERATURE; MODIS; IMPACTS; MODEL;
D O I
10.3390/rs13081447
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The surface shortwave radiation budget (Rsn) is one of the main drivers of Earth's ecosystems and varies with atmospheric and surface conditions. Land use and cover change (LUCC) alters radiation through biogeophysical effects. However, due to the complex interactions between atmospheric and surface factors, it is very challenging to quantify the sole impacts of LUCC. Based on satellite data from the Global Land Surface Satellite (GLASS) Product and Moderate Resolution Imaging Spectroradiometer (MODIS) instruments, this study introduces an observation-based approach for detecting LUCC influences on the Rsn by examining a humid basin over the Dongting Lake Basin, China from 2001 to 2015. Our results showed that the Rsn of the study area presented a decreasing trend due to the combined effects of LUCC and climate change. Generally, LUCC contributed -0.45 W/m(2) to Rsn at the basin scale, which accounted for 2.53% of the total Rsn change. Furthermore, the LUCC contributions reached -0.69 W/m(2), 0.21 W/m(2), and -0.41 W/m(2) in regions with land transitions of forest -> grass, grass -> forest, and grass -> farmland, which accounted for 5.38%, -4.68%, and 2.40% of the total Rsn change, respectively. Physically, LUCC affected surface radiation by altering the surface properties. Specifically, LUCC induced albedo changes of +0.0039 at the basin scale and +0.0061, -0.0020, and +0.0036 in regions with land transitions of forest -> grass, grass -> forest, and grass -> farmland, respectively. Our findings revealed the impact and process of LUCC on the surface radiation budget, which could support the understanding of the physical mechanisms of LUCC's impact on ecosystems.
引用
收藏
页数:13
相关论文
共 50 条
  • [21] An end-to-end satellite-based GPP estimation model devoid of meteorological and land cover data
    Zhu, Wenquan
    Zhao, Cenliang
    Xie, Zhiying
    [J]. AGRICULTURAL AND FOREST METEOROLOGY, 2023, 331
  • [22] Land Cover Change in the Blue Nile River Headwaters: Farmers' Perceptions, Pressures, and Satellite-Based Mapping
    Ewunetu, Alelgn
    Simane, Belay
    Teferi, Ermias
    Zaitchik, Benjamin F.
    [J]. LAND, 2021, 10 (01) : 1 - 25
  • [23] A review of the estimation of downward surface shortwave radiation based on satellite data: Methods, progress and problems
    Husi LETU
    Jiancheng SHI
    Ming LI
    Tianxing WANG
    Huazhe SHANG
    Yonghui LEI
    Dabin JI
    Jianguang WEN
    Kun YANG
    Liangfu CHEN
    [J]. Science China Earth Sciences, 2020, 63 (06) : 774 - 789
  • [24] A review of the estimation of downward surface shortwave radiation based on satellite data: Methods, progress and problems
    Husi Letu
    Jiancheng Shi
    Ming Li
    Tianxing Wang
    Huazhe Shang
    Yonghui Lei
    Dabin Ji
    Jianguang Wen
    Kun Yang
    Liangfu Chen
    [J]. Science China Earth Sciences, 2020, 63 : 774 - 789
  • [25] A review of the estimation of downward surface shortwave radiation based on satellite data: Methods, progress and problems
    Letu, Husi
    Shi, Jiancheng
    Li, Ming
    Wang, Tianxing
    Shang, Huazhe
    Lei, Yonghui
    Ji, Dabin
    Wen, Jianguang
    Yang, Kun
    Chen, Liangfu
    [J]. SCIENCE CHINA-EARTH SCIENCES, 2020, 63 (06) : 774 - 789
  • [26] Satellite-based estimation of surface vapor pressure deficits using MODIS land surface temperature data
    Hashimoto, Hirofumi
    Dungan, Jennifer L.
    White, Michael A.
    Yang, Feihua
    Michaelis, Andrew R.
    Running, Steven W.
    Nemani, Ramakrishna R.
    [J]. REMOTE SENSING OF ENVIRONMENT, 2008, 112 (01) : 142 - 155
  • [27] A CHANGE DETECTION STRATEGY FOR MONITORING VEGETATIVE AND LAND-USE COVER TYPES USING REMOTELY-SENSED, SATELLITE-BASED DATA
    HALLUM, C
    [J]. REMOTE SENSING OF ENVIRONMENT, 1993, 43 (02) : 171 - 177
  • [28] Satellite-based estimation of the aerosol forcing contribution to the global land surface temperature in the recent decade
    Feng, Huihui
    Zou, Bin
    [J]. REMOTE SENSING OF ENVIRONMENT, 2019, 232
  • [29] Global Estimates of Ecosystem Service Value and Change: Taking Into Account Uncertainties in Satellite-based Land Cover Data
    Song, Xiao-Peng
    [J]. ECOLOGICAL ECONOMICS, 2018, 143 : 227 - 235
  • [30] Analysis of the impacts of land use land cover change on streamflow and surface water availability in Awash Basin, Ethiopia
    Maru, Husen
    Haileslassie, Amare
    Zeleke, Tesfaye
    Teferi, Ermias
    [J]. GEOMATICS NATURAL HAZARDS & RISK, 2023, 14 (01) : 1 - 25