留言板

尊敬的读者、作者、审稿人, 关于本刊的投稿、审稿、编辑和出版的任何问题, 您可以本页添加留言。我们将尽快给您答复。谢谢您的支持!

姓名
邮箱
手机号码
标题
留言内容
验证码

Modeling All-sky Global Solar Radiation Using MODIS Atmospheric Products:A Case Study in Qinghai-Tibet Plateau

ZHANG Hailong LIU Gaohuan HUANG Chong

ZHANG Hailong, LIU Gaohuan, HUANG Chong. Modeling All-sky Global Solar Radiation Using MODIS Atmospheric Products:A Case Study in Qinghai-Tibet Plateau[J]. 中国地理科学, 2010, 20(6): 513-521. doi: 10.1007/s11769-010-0423-3
引用本文: ZHANG Hailong, LIU Gaohuan, HUANG Chong. Modeling All-sky Global Solar Radiation Using MODIS Atmospheric Products:A Case Study in Qinghai-Tibet Plateau[J]. 中国地理科学, 2010, 20(6): 513-521. doi: 10.1007/s11769-010-0423-3
ZHANG Hailong, LIU Gaohuan, HUANG Chong. Modeling All-sky Global Solar Radiation Using MODIS Atmospheric Products:A Case Study in Qinghai-Tibet Plateau[J]. Chinese Geographical Science, 2010, 20(6): 513-521. doi: 10.1007/s11769-010-0423-3
Citation: ZHANG Hailong, LIU Gaohuan, HUANG Chong. Modeling All-sky Global Solar Radiation Using MODIS Atmospheric Products:A Case Study in Qinghai-Tibet Plateau[J]. Chinese Geographical Science, 2010, 20(6): 513-521. doi: 10.1007/s11769-010-0423-3

Modeling All-sky Global Solar Radiation Using MODIS Atmospheric Products:A Case Study in Qinghai-Tibet Plateau

doi: 10.1007/s11769-010-0423-3
基金项目: Under the auspices of Knowledge Innovation Programs of the Chinese Academy of Sciences (No KZCX2-YW-308);National Natural Science Foundation of China (No 40771172, 40901223)
详细信息
    通讯作者:

    ZHANG Hailong.E-mail:zhlnjnu@163.com

Modeling All-sky Global Solar Radiation Using MODIS Atmospheric Products:A Case Study in Qinghai-Tibet Plateau

  • 摘要: The surface solar radiation(SSR) is of great importance to bio-chemical cycle and life activities.However,it is impossible to observe SSR directly over large areas especially for rugged surfaces such as the Qinghai-Tibet Plateau.This paper presented an improved parameterized model for predicting all-sky global solar radiation on rugged surfaces using Moderate Resolution Imaging Spectroradiometer(MODIS) atmospheric products and Digital Elevation Model(DEM).The global solar radiation was validated using 11 observations within the plateau.The correlation coefficients of daily data vary between 0.67-0.86,while those of the averages of 10-day data are between 0.79-0.97.The model indicates that the attenuation of SSR is mainly caused by cloud under cloudy sky,and terrain is an important factor influencing SSR over rugged surfaces under clear sky.A positive relationship can also be inferred between the SSR and slope.Compared with horizontal surfaces,the south-facing slope receives more radiation,followed by the west-and east-facing slopes with less SSR,and the SSR of the north-facing slope is the least.
  • [1] Allen R G,Trezza R,Tasumi M,2006.Analytical integrated functions for daily solar radiation on slopes.Agricultural and Forest Meteorology,139(1-2):55-73.DOI:10.1016/j.agrfprmet.2006.05.012
    [2] Bai Jingyu,Xu Xiangde,2004.Atmospheric hydrological budget with its effects over tibetan plateau.Journal of Geographical Sciences,14(1):81-86.DOI:10.1007/BF02873094
    [3] Ertekin C,Evrendilek F,2007.Spatio-temporal modeling of global solar radiation dynamics as a function of sunshine duration for Turkey.Agricultural and Forest Meteorology,145(1-2):36-47.DOI:10.1016/j.agrformet.2007.04.004
    [4] Gueymard C A,2003a.Direct solar transmittance and irradiance predictions with broadband models.PartⅠ:Detailed theoretical performance assessment.Solar Energy,74(5):355-379.DOI:10.1016/S0038-092X(03)00195-6
    [5] Gueymard C A,2003b.Direct solar transmittance and irradiance predictions with broadband models.PartⅡ:Validation with high-quality measurements.Solar Energy,74(5):381-395.DOI:10.1016/S0038-092X(03)00196-8
    [6] Gueymard Christian,1989.A two-band model for the calculation of clear sky solar irradiance,illuminance,and photosyntheti-cally active radiation at the earth's surface.Solar Energy,43(5):253-265.DOI:10.1016/0038-092X(89)90113-8
    [7] Gueymard Christian A,2008.REST2:High-performance solar radiation model for cloudless-sky irradiance,illuminance,and photosynthetically active radiation—Validation with a benchmark dataset.Solar Energy,82(3):272-285.DOI:10.1016/j.solener.2007.04.008
    [8] Houborg R,Soegaard H,Emmerich W et al.,2007.Inferences of all-sky solar irradiance using terra and aqua MODIS satellite data.International Journal of Remote Sensing,28(20):4509-4535.DOI:10.1080/01431160701241902
    [9] Lau K M,Kim M K,Kim K M,2006.Asian summer monsoon anomalies induced by aerosol direct forcing:The role of the tibetan plateau.Climate Dynamics,26(7-8):855-864.DOI:10.1007/s00382-006-0114-z
    [10] Li Chaoliu,Kang Shichang,2006.Review of the studies on climate change since the last inter-glacial period on the Tibetan Plateau.Journal of Geographical Sciences,16(3):337-345.DOI:10.1007/s11442-006-0309-6
    [11] Li Ren,Zhao Lin,Ding Yongjian et al.,2007.The features of each components in the surface heat balance equation over wudaoliang northern tibetan plateau.Journal of Mountain Science,28(3):241-247.(in Chinese)
    [12] Liu D L,Scott B J,2001.Estimation of solar radiation in Australia from rainfall and temperature observations.Agricultural and Forest Meteorology,106(1):41-59.DOI:10.1016/S0168-1923(00)00173-8
    [13] Mubiru J,Banda E J K B,Ujanga D F et al.,2007.Assessing the performance of global solar radiation empirical formulations in kampala,uganda.Theoretical and Applied Climatology,87(1-4):179-184.DOI:10.1007/s00704-005-0196-2
    [14] Shen Zhibao,1987.The geographic distribution of the global radiation and the characteristics of its seasonal variation over the Qinghai-Xizang Plateau.Plateau Meteorology,6(4):326-334.(in Chinese)
    [15] Stephens G L,1978.Radiation profiles in extended water clouds.Ⅱ:parameterization schemes.Journal of the Atmospheric Sciences,35(11):2123-2132.DOI:10.1175/1520-0469(1978)03-5<2123:RPIEWC>2.0.CO;2
    [16] Stephens Graeme L,Ackerman Steven,Smith Eric A,1984.A shortwave parameterization revised to improve cloud absorption.Journal of the Atmospheric Sciences,41(4):687-690.DOI:10.1175/1520-0469(1984)041<0687:ASPRTI>2.0.CO;2
    [17] Van Laake P,Sanchez-Azofeifa G A,2004.Simplified atmospheric radiative transfer modelling for estimating incident par using modis atmosphere products.Remote Sensing of Environment,91(1):98-113.DOI:10.1016/j.rse.2004.03.002
    [18] Wang Quan,Tenhunen John,Schmidt Markus et al.,2006.Estimation of total,direct and diffuse par under clear skies in complex alpine terrain of the national park Berchtesgaden,Germany.Ecological Modelling,196(1-2):149-162.DOI:10.10-16/j.ecolmodel.2006.02.005
    [19] Winslow J C,Hunt E R,Piper S C,2001.A globally applicable model of daily solar irradiance estimated from air temperature and precipitation data.Ecological Modelling,143(3):227-243.DOI:10.1016/S0304-3800(01)00341-6
    [20] Wu Guoxiong,Liu Yimin,Liu Xin et al.,2005.How the heating over the Tibetan Plateau affects the asian climate in summer. Chinese Journal of Atmospheric Science,29(1):47-56.(in Chinese)
    [21] Wyser K,O Hirok W,Gautier C et al.,2002.Remote sensing of surface solar irradiance with corrections for 3-D cloud effects. Remote Sensing of Environment,80(2):272-284.DOI:10.111-7/12.373064
    [22] Xu Weixin,Liu Xiaodong,2007.Response of vegetation in the Qinghai-Tibet Plateau to global warming.Chinese Geographical Science,17(2):151-159.DOI:10.1007/s11769-007-0151-5
    [23] Yang K,Huang G W,Tamai N,2001.A hybrid model for estimating global solar radiation.Solar Energy,70(1):13-22.DOI:10.1016/S0038-092X(00)00121-3
    [24] Yang K,Koike T,Ye B S,2006.Improving estimation of hourly, daily,and monthly solar radiation by importing global data sets.Agricultural and Forest Meteorology,137(1-2):43-55.DOI:10.1016/j.agrformet.2006.02.001
    [25] Zelenka A,Perez R,Seals R et al.,1999.Effective accuracy of satellite-derived hourly irradiances.Theoretical and Applied Climatology,62(3-4):199-207.DOI:10.1007/s007040050084
    [26] Zhang Yili,Li Bingyuan,Zheng Du,2002.A discussion on the boundary and area of the Tibetan Plateau in China.Geographical Research,21(1):1-8.(in Chinese)
  • [1] Hao WANG, Zongshan LI, Weijuan ZHANG, Xin YE, Xianfeng LIU.  A Modified Temperature-Vegetation Dryness Index (MTVDI) for Assessment of Surface Soil Moisture Based on MODIS Data . Chinese Geographical Science, 2022, 32(4): 592-605. doi: 10.1007/s11769-022-1288-y
    [2] MAO Kebiao, YUAN Zijin, ZUO Zhiyuan, XU Tongren, SHEN Xinyi, GAO Chunyu.  Changes in Global Cloud Cover Based on Remote Sensing Data from 2003 to 2012 . Chinese Geographical Science, 2019, 20(2): 306-315. doi: 10.1007/s11769-019-1030-6
    [3] LIU Qingsheng, LIU Gaohuan, HUANG Chong, LI He.  Remote Sensing Monitoring of Surface Characteristics in the Badain Jaran, Tengger, and Ulan Buh Deserts of China . Chinese Geographical Science, 2019, 20(1): 151-165. doi: 10.1007/s11769-018-0997-8
    [4] WANG Shengting, SHENG Yu, LI Jing, WU Jichun, CAO Wei, MA Shuai.  An Estimation of Ground Ice Volumes in Permafrost Layers in North-eastern Qinghai-Tibet Plateau, China . Chinese Geographical Science, 2018, 28(1): 61-73. doi: 10.1007/s11769-018-0932-z
    [5] ZHANG Shuo, ZHANG Baiping, YAO Yonghui, ZHAO Fang, QI Wenwen, HE Wenhui, WANG Jing.  Magnitude and Forming Factors of Mass Elevation Effect on Qinghai-Tibet Plateau . Chinese Geographical Science, 2016, 26(6): 745-754. doi: 10.1007/s11769-016-0834-x
    [6] LIU Fang, QIN Qiming, ZHAN Zhiming.  A Novel Dynamic Stretching Solution to Eliminate Saturation Effect in NDVI and Its Application in Drought Monitoring . Chinese Geographical Science, 2012, 22(6): 683-694.
    [7] TAO Yang TANG Guo′an josef strobl.  Spatial Structure Characteristics Detecting of Landform based on Improved 3D Lacunarity Model . Chinese Geographical Science, 2012, 22(1): 88-96.
    [8] LI Huixia, LIU Guohua, FU Bojie.  Estimation of Regional Evapotranspiration in Alpine Area and Its Response to Land Use Change: A Case Study in Three-River Headwaters Region of Qinghai-Tibet Plateau, China . Chinese Geographical Science, 2012, 22(4): 437-449.
    [9] GU Lingjia, ZHAO Kai, ZHANG Shuang, et al..  An AMSR-E Data Unmixing Method for Monitoring Flood and Waterlogging Disaster . Chinese Geographical Science, 2011, 21(6): 666-675.
    [10] HUANG Dapeng, LIU Chuang, FANG Huajun, PENG Shunfeng.  Assessment of Waterlogging Risk in Lixiahe Region of Jiangsu Province Based on AVHRR and MODIS Image . Chinese Geographical Science, 2008, 18(2): 178-183. doi: 10.1007/s11769-008-0178-2
    [11] CAO Yungang, YANG Xiuchun, ZHU Xiaohua.  Retrieval Snow Depth by Artificial Neural Network Methodology from Integrated AMSR-E and In-situ Data——A Case Study in Qinghai-Tibet Plateau . Chinese Geographical Science, 2008, 18(4): 356-360. doi: 10.1007/s11769-008-356-2
    [12] LIU Jiying, WEN Jiahong, WANG Yafeng, WANG Weili, Beata M CATHSO, Kenneth C JEZEK.  Development and Applications of Dome A-DEM in Antarctic Ice Sheet . Chinese Geographical Science, 2007, 17(2): 160-165. doi: 10.1007/s11769-007-0160-4
    [13] XU Weixin, LIU Xiaodong.  Response of Vegetation in the Qinghai-Tibet Plateau to Global Warming . Chinese Geographical Science, 2007, 17(2): 151-159. doi: 10.1007/s11769-007-0151-5
    [14] CAO Yun-gang, LIU Chuang.  NORMALIZED DIFFERENCE SNOW INDEX SIMULATION FOR SNOW-COVER MAPPING IN FOREST BY GEOSAIL MODEL . Chinese Geographical Science, 2006, 16(2): 171-175.
    [15] LIU Can-de, HE Bao-yin, LI Mao-tian, REN Xian-you.  QUANTITATIVE MODELING OF SUSPENDED SEDIMENT IN MIDDLE CHANGJIANG RIVER FROM MODIS . Chinese Geographical Science, 2006, 16(1): 79-82.
    [16] PENG Guangxiong, LI Jing, CHEN Yunhao, Abdul Patah NORIZAN, Liphong TAY.  High-resolution Surface Relative Humidity Computation Using MODIS Image in Peninsular Malaysia . Chinese Geographical Science, 2006, 16(3): 260-264.
    [17] ZHANG Qianggong, KANG Shichang, YAN Yuping.  Characteristics of Spatial and Temporal Variations of Monthly Mean Surface Air Temperature over Qinghai-Tibet Plateau . Chinese Geographical Science, 2006, 16(4): 351-358.
    [18] LIU Yi-hua, DONG Guang-rong, LI Sen, DONG Yu-xiang.  STATUS, CAUSES AND COMBATING SUGGESTIONS OF SANDY DESERTIFICATION IN QINGHAI-TIBET PLATEAU . Chinese Geographical Science, 2005, 15(4): 289-296.
    [19] QIAN Ya-dong, LU Guo-nian, CHEN Zhong-ming.  AUTOMATIC EXTRACTION OF VALLEY BOUNDARY FROM DEMS IN THE HILLY LOESS PLATEAU . Chinese Geographical Science, 2000, 10(3): 238-244.
    [20] 喻光明.  THE STUDIES ON WATERLOGGING DAMAGE IN JIANGHAN PLAIN USING DEM . Chinese Geographical Science, 1992, 2(1): 87-93.
  • 加载中
计量
  • 文章访问数:  1567
  • HTML全文浏览量:  33
  • PDF下载量:  1000
  • 被引次数: 0
出版历程
  • 收稿日期:  2010-02-09
  • 修回日期:  2010-06-28
  • 刊出日期:  2010-11-11

Modeling All-sky Global Solar Radiation Using MODIS Atmospheric Products:A Case Study in Qinghai-Tibet Plateau

doi: 10.1007/s11769-010-0423-3
    基金项目:  Under the auspices of Knowledge Innovation Programs of the Chinese Academy of Sciences (No KZCX2-YW-308);National Natural Science Foundation of China (No 40771172, 40901223)
    通讯作者: ZHANG Hailong.E-mail:zhlnjnu@163.com

摘要: The surface solar radiation(SSR) is of great importance to bio-chemical cycle and life activities.However,it is impossible to observe SSR directly over large areas especially for rugged surfaces such as the Qinghai-Tibet Plateau.This paper presented an improved parameterized model for predicting all-sky global solar radiation on rugged surfaces using Moderate Resolution Imaging Spectroradiometer(MODIS) atmospheric products and Digital Elevation Model(DEM).The global solar radiation was validated using 11 observations within the plateau.The correlation coefficients of daily data vary between 0.67-0.86,while those of the averages of 10-day data are between 0.79-0.97.The model indicates that the attenuation of SSR is mainly caused by cloud under cloudy sky,and terrain is an important factor influencing SSR over rugged surfaces under clear sky.A positive relationship can also be inferred between the SSR and slope.Compared with horizontal surfaces,the south-facing slope receives more radiation,followed by the west-and east-facing slopes with less SSR,and the SSR of the north-facing slope is the least.

English Abstract

ZHANG Hailong, LIU Gaohuan, HUANG Chong. Modeling All-sky Global Solar Radiation Using MODIS Atmospheric Products:A Case Study in Qinghai-Tibet Plateau[J]. 中国地理科学, 2010, 20(6): 513-521. doi: 10.1007/s11769-010-0423-3
引用本文: ZHANG Hailong, LIU Gaohuan, HUANG Chong. Modeling All-sky Global Solar Radiation Using MODIS Atmospheric Products:A Case Study in Qinghai-Tibet Plateau[J]. 中国地理科学, 2010, 20(6): 513-521. doi: 10.1007/s11769-010-0423-3
ZHANG Hailong, LIU Gaohuan, HUANG Chong. Modeling All-sky Global Solar Radiation Using MODIS Atmospheric Products:A Case Study in Qinghai-Tibet Plateau[J]. Chinese Geographical Science, 2010, 20(6): 513-521. doi: 10.1007/s11769-010-0423-3
Citation: ZHANG Hailong, LIU Gaohuan, HUANG Chong. Modeling All-sky Global Solar Radiation Using MODIS Atmospheric Products:A Case Study in Qinghai-Tibet Plateau[J]. Chinese Geographical Science, 2010, 20(6): 513-521. doi: 10.1007/s11769-010-0423-3
参考文献 (26)

目录

    /

    返回文章
    返回