| 光谱学与光谱分析 |
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| Error Analysis of the Land Surface Temperature Retrieval Using HJ-1B Thermal Infrared Remote Sensing Data |
| ZHAO Li-min1, 2, 3，YU Tao2, 3，TIAN Qing-jiu1，GU Xing-fa2, 3，LI Jia-guo2, 3，WAN Wei4 |
1. International Institute for Earth System Science, Nanjing University, Nanjing 210093, China
2. State Key Laboratory of Remote Sensing Science, Jointly Sponsored by the Institute of Remote Sensing Applications of Chinese Academy of Sciences and Beijing Normal University, Beijing 100101, China
3. The Center for National Spaceborne Demonstration, Beijing 100101, China
4. School of Geographic and Oceanographic Science, Nanjing University, Nanjing 210093, China |
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Abstract Error analysis is playing an important role in the application of the remote sensing data and model. A theoretical analysis of error sensitivities in land surface temperature (LST) retrieval using radiance transfer model (RT) is introduced, which was applied to a new thermal infrared remote sensing data of HJ-1B satellite(IRS4). The modification of the RT model with MODTRAN 4 for IRS4 data is mentioned. Error sensitivities of the model are exhibited by analyzing the derivatives of parameters. It is shown that the greater the water vapor content and smaller the emissivity and temperature, the greater the LST retrieval error. The main error origin is from equivalent noise, uncertainty of water vapor content and emissivity, which lead to an error of 0.7, 0.6 and 0.5 K on LST in typical condition, respectively. Hence, a total error of 1 K for LST has been found. It is confirmed that the LST retrieved from HJ-1B data is incredible when application requirement is more than 1K, unless more accurate in situ measurements for atmospheric parameters and emissivity are applied.
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Received: 2010-02-12
Accepted: 2010-05-16
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Corresponding Authors:
ZHAO Li-min
E-mail: limit@smail.nju.edu.cn;limit.zhao@163.com
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[1] Dash P. International Journal of Remote Sensing, 2002, 23(13): 2563.
[2] ZHANG Yong, GU Xing-fa, YU Tao, et al(张 勇, 顾行发, 余 涛, 等). J. Infrared Millim. Waves(红外与毫米波学报), 2006, 25(4): 261.
[3] TIAN Guo-liang(田国良). Thermal Remote Sensing(热红外遥感). Beijing: Publishing House of Electronics Industry(北京: 电子工业出版社), 2006. 264.
[4] LIANG Shun-lin(梁顺林). Quantitative Remote Sensing(定量遥感). Translated by FAN Wen-jie(范闻捷译). Beijing: Science Press(北京: 科学出版社), 2009. 256.
[5] QIN Zhihao, Karnieli A, Berliner P. International Journal of Remote Sensing, 2001, 22(18): 3719.
[6] Jiménez-Munoz J C, Sobrino J A. J. Geophys. Res., 2003, 108(D22): ACL 2.
[7] Wan Zhengming, Li Zhaoliang. IEEE Trans. Geosci. Remote Sens., 1997, 35(4): 980.
[8] Gillespie A R, Rokuguwa S, et al. IEEE Trans. Geosci. Remote Sens., 1998, 36(4): 1113.
[9] XU Xi-ru, CHEN Liang-fu, ZHUANG Jia-li(徐希儒, 陈良富, 庄家礼). Sciences in China(Series D)(中国科学, D辑), 2001, 31(1): 81.
[10] Sabol Jr D E, Gillespie A R, Elsa Abbott, et al. Remote Sensing of Environment, 2009, 113(4): 2328.
[11] DING Feng, XU Han-qiu(丁 凤, 徐涵秋). Science of Surveying and Mapping(测绘科学), 2007, 32(1): 87.
[12] ZHU Li, GU Xing-fa, CHEN Liang-fu, et al(朱 利, 顾行发, 陈良富, 等). J. Infrared Millim. Waves(红外与毫米波学报), 2008, 27(5): 346.
[13] Martinez L, Caselles V, Pala V, et al. International Journal of Remote Sensing, 2008, 29(6): 1825.
[14] Jiménez-Munoz J C, Sobrino J A. International Journal of Remote Sensing, 2004, 22(5): 999.
[15] Sobrino J A, Jiménez-Munoz J C, Paolini L. Remote Sensing of Environment, 2004, 90(4): 434.
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