Technology and Methodology |
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Relationship between inter-annual variations of microwave land surface emissivity and climate factors over the desert |
WU Ying1,2, WANG Zhenhui1,2, WENG Fuzhong3 |
1. Key Laboratory for Aerosol-Cloud-Precipitation of China Meteorological Administration, Nanjing University of Information Science & Technology, Nanjing 210044, China; 2. School of Atmospheric Physics, Nanjing University of Information Science & Technology, Nanjing 210044, China; 3. NOAA/NESDIS/Center for Satellite Application and Research, College Park, MD 20742, USA |
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Abstract Microwave land surface emissivity of the Taklimakan Desert was retrieved based on AMSR-E (advanced microwave scanning radiometer-earth observing system) Leval 2A measurements and land surface and atmosphere products from GDAS (global data assimilation system) in 2008 under clear atmospheric conditions. Then, the spectral characteristics of the retrieved emissivity were classified and analyzed with respect to the soil types, and the relationships between desert emissivity annual variability and climate factors were also analyzed. The analyses indicate that the desert microwave emissivity and its annual variability are closely related to soil types. Moreover, there is a significant correlation between soil volume water content as well as land skin temperature and inter-annual variations of emissivity, which decreases with both of the two land surface parameters. Furthermore, vegetation coverage, canopy water content and surface roughness depending on the soil moisture are also the influencing factors of emissivity, and the soil moisture is restricted by both the atmospheric total precipitable water and the underlying soil type. Additionally,the surface emissivity of the desert mostly composed of sand observably decreases with the desert depth.
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Keywords
Huashan
Guposhan
granite body
remote sensing
liner structure
compariative analysis
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Issue Date: 01 July 2014
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[1] Weng F,Liu Q.Satellite data assimilation in numerical weather prediction models,Part I:Forward radiative transfer and Jacobian modeling in cloudy atmospheres[J].Journal of Atmospheric Science,2003,60(21):2633-2646. [2] Errico R M,Ohring G,Bauer P,et al.Assimilation of satellite cloud and precipitable observations in numerical weather prediction models[J].Journal of Atmospheric Science,2007,64(11):3737-3741. [3] Njoku E G,Jackson T J,Lakshmi V,et al.Soil moisture retrieval from AMSR-E[J].IEEE Transactions on Geoscience and Remote Sensing,2003,41(2):215-229. [4] Pellerin T,Wigneron J P,Calvet J C,et al.Global soil moisture retrieval from a synthetic L-band brightness temperature data set[J].Journal of Geophysical Research,2003,108(D12):4364.doi:10.1029/2002JD003086. [5] Shi J,Chen K S,Li Q,et al.A parameterized surface reflectivity model and estimation of bare-surface soil moisture with L-band radiometer[J].IEEE Transactions on Geoscience and Remote Sensing,2002,40:2674-2686. [6] Wigneron J P,Calvet J C,Pellarin T,et al.Retrieving near-surface soil moisture from microwave radiometric observations:Current status and future plans[J].Remote Sensing of Environment,2003,85:489-506. [7] Calvet J C,Wigneron J P,Mougin E,et al.Plant water content and temperature of amazon forest from satellite microwave radiometry[J].IEEE Transactions on Geoscience and Remote Sensing,1994,32(2):397-408. [8] Prigent C,Aires F,Rossow W B.Land surface skin temperatures from a combined analysis of microwave and infrared satellite observations for an all-weather evaluation of the differences between air and skin temperatures[J].Journal of Geophysical Research,2003,108(D10):4310.doi:10.1029/2002JD002301. [9] 毛克彪,施建成,李召良,等.用被动微波AMSR数据反演地表温度及发射率的方法研究[J].国土资源遥感,2005,17(3):14-18. Mao K B,Shi J C,Li Z L,et al.The land surface temperature and emissivity retrieved from the AMSR passive microwave data[J].Remote Sensing for Land and Resources,2005,17(3):14-18. [10] Kelly G,Bauer P.The use of AMSU-A surface channels to obtain surface emissivity over land,snow and ice for numerical weather prediction[C]//Proc 11th Int TOVS Study Conf.Budapest,Hungary,2000:167-179. [11] Kelly R E,Chang A T,Tsang L,et al.A prototype AMSR-E global snow area and snow depth algorithm[J].IEEE Transactions on Geoscience and Remote Sensing,2003,41(2):230-242. [12] 吴莹,王振会.微波地表发射率模型研究进展[J].国土资源遥感,2013,25(4):1-7. Wu Y,Wang Z H.Advances in the study of microwave land surface emissivity model[J].Remote Sensing for Land and Resources,2013,25(4):1-7. [13] 吴莹,王振会.被动微波遥感反演地表发射率研究进展[J].国土资源遥感,2012,24(4):1-7. Wu Y,Wang Z H.Advances in the study of land surface emissivity retrieval from passive microwave remote sensing[J].Remote Sensing for Land and Resources,2012,24(4):1-7. [14] 何文英,陈洪滨.中国江淮、黄淮地区陆面微波比辐射率的变化特征[J].遥感技术与应用,2009,24(3):297-303. He W Y,Chen H B.The characteristics of microwave emissivity over land of Chinese Jianghuai-Huanghuai region[J].Remote Sensing Technology and Application,2009,24(3):297-303. [15] Karbou F,Prigent C,Eymard L,et al.Microwave land emissivity calculations using AMSU measurements[J].IEEE Transactions on Geoscience and Remote Sensing,2005,43(5):948-959. [16] 张勇攀,蒋玲梅,邱玉宝,等.不同地物类型微波发射率特征分析[J].光谱学与光谱分析,2010,30(6):1446-1451. Zhang Y P,Jiang L M,Qiu Y B,et al.Study of the microwave emissivity characteristics over different land cover types[J].Spectroscopy and Spectral Analysis,2010,30(6):1446-1451. [17] FAO(United Nations Food and Agriculture Organization).Soil map of the world(1:5 m scale maps and accompanying texts)[Z].France:Paris,1971-1981,1-10. [18] State Soil Geographic(STATSGO)Data Base,National Cartography and GIS Center,United States Department of Agriculture,Fort Worth,TX[EB/OL]. [1995] .http://www.nrcs.usda.gov/technical/techtools/statsgo_db.pdf. [19] Weng F Z,Yan B H,Grody N C.A microwave land emissivity model[J].Journal of Geophysical Research,2001,106(D17):20115-20123. [20] FAO/STATSGO Soil Type,United Nations Food and Agriculture Organization,National Cartography and GIS Center,United States Department of Agriculture[EB/OL]. [1995] .http://www.emc.ncep.noaa.gov/mmb/gcp/sfcimg/soiltex/index.html. [21] Wilheit T,Kummerow C D,Ferraro R.NASDA rainfall algorithms for AMSR-E[J].IEEE Transactions on Geoscience and Remote Sensing,2003,41(2):204-214. [22] Wang J R,Schmugge T J.An empirical model for the complex dielectric permittivity of soils as a function of water content[J].IEEE Transactions on Geoscience Remote Sensing,1980,GE-18(4):288-295. [23] 吴莹,Weng F Z,王振会,等.沙漠地区微波地表发射率和土壤质地关系分析[J].高原气象,2013,32(2):481-490. Wu Y,Weng F Z,Wang Z H,et al.Analysis on the relationship between microwave land surface emissivity and soil texture in desert region[J].Plateau Meteorology,2013,32(2):481-490. [24] Dobson M C,Ulaby F T,Hallikainen M T,et al.Microwave dielectric behavior of wet Soil-Part II:Dielectric mixing models[J].IEEE Transactions on Geoscience Remote Sensing,1985,GE-23(1):35-46. [25] Wang J R,O'Neill P E,Jackson T J,et al.Multi-frequency measurements of the effects of soil moisture,soil texture,and surface roughness[J].IEEE Transactions on Geoscience and Remote Sensing,1983,GE-21(1):44-51. [26] Mo T,Schmugge T J.A parameterization of the effect of surface roughness on microwave emission[J].IEEE Transactions on Geoscience and Remote Sensing,1987,GE-25(4):481-486. |
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