[1]韦高杨 刘剑洪 覃 纹 何鑫兰 刘雨仙.利用Landsat-8 TIRS数据的甘蔗冠层温度反演方法[J].大众科技,2022,24(06):5-9.
 Inversion Method of Sugarcane Canopy Temperature Using Landsat-8 TIRS Data[J].Popular Science & Technology,2022,24(06):5-9.
点击复制

利用Landsat-8 TIRS数据的甘蔗冠层 温度反演方法()
分享到:

《大众科技》[ISSN:1008-1151/CN:45-1235/N]

卷:
24
期数:
2022年06
页码:
5-9
栏目:
信息技术与通信
出版日期:
2022-06-20

文章信息/Info

Title:
Inversion Method of Sugarcane Canopy Temperature Using Landsat-8 TIRS Data
作者:
韦高杨 刘剑洪 覃 纹 何鑫兰 刘雨仙
(南宁师范大学地理科学与规划学院,广西 南宁 530001)
关键词:
甘蔗定量遥感冠层温度反演组分温度
Keywords:
sugarcane quantitative remote sensing canopy temperature inversion component temperature
文献标志码:
A
摘要:
冠层温度是甘蔗长势监测的一个重要参数,准确估算甘蔗冠层温度对甘蔗旱情监测、精准估算甘蔗产量,评估甘蔗品质均具有重要意义。但生产实际中仍是以定点或手工方式观测作物冠层温度,费时费力且无法满足精准糖业的时效性要求。热红外遥感技术可快速、无损获取大面积地表温度,但当像元包含多种地物时,需要反演组分温度,以满足实际应用需求。文章以Landsat-8遥感影像为基础数据源,采用双源能量平衡模型(TSEB)、植被指数及地面定点观测数据,反演甘蔗冠层温度。试验分析表明,反演甘蔗冠层温度与实测温度具有较好的时空一致性,表明通过地表温度分解的方法获得的甘蔗冠层温度具有可行性。文章方法可以为甘蔗干旱监测及甘蔗育种提供数据支持。
Abstract:
Canopy temperature is an important parameter for sugarcane growth monitoring. Accurate estimation of sugarcane canopy temperature is of great significance for sugarcane drought monitoring, accurate estimation of sugarcane yield and evaluation of sugarcane quality. However, in practice, crop canopy temperature is still observed by fixed-point or manual methods, which is time-consuming and laborious and can not meet the timeliness requirements of precision sugar industry. Thermal infrared remote sensing technology can quickly and non destructively obtain the surface temperature of a large area, but when the pixel contains a variety of ground objects, it is necessary to retrieve the component temperature to meet the practical application needs. Based on Landsat-8 remote sensing image as the basic data source, the sugarcane canopy temperature was retrieved by using double source energy balance model (TSEB), vegetation index and ground fixed-point observation data. The experimental analysis shows that the inversion of sugarcane canopy temperature has good temporal and spatial consistency with the measured temperature, which indicates that the sugarcane canopy temperature obtained by the decomposition of land surface temperature is feasible. This method can provide data support for sugarcane drought monitoring and sugarcane breeding.

参考文献/References:

[1] 覃志豪,Zhang Minghua,Arnon Karnieli,等. 用陆地卫星TM6数据演算地表温度的单窗算法[J]. 地理学报,2001(4): 456-466. [2] Jimenez-Munoz J C, Cristbal J, Sobrino J A, et al. Revision of the single-channel algorithm for land surface temperature retrieval from Landsat thermal-infrared data[J]. IEEE Transactions on Geoscience and Remote Sensing, 2009, 47(1): 339-349. [3] Rozenstein O, Qin Z, Derimian Y, et al. Derivation of land surface temperature for Landsat-8 TIRS us sing a split window algorithm[J]. Sensors, 2014, 14 (4): 5768-5780. [4] 徐希孺,陈良富,庄家礼. 基于多角度热红外遥感的混合像元组分温度演化反演方法[J]. 中国科学(D辑: 地球科学),2001(1): 81-88. [5] 王锦地,李小文,孙晓敏,等. 用热辐射方向性模型反演非同温像元组分温度[J]. 中国科学E辑: 技术科学,2000(S1): 54-60. [6] 王润科,王建,李弘毅,等. 基于Landsat ETM+遥感数据的组分温度反演方法研究[J]. 遥感技术与应用,2019,34(3): 571-582. [7] 郭鹏,武法东. 利用Landsat-8数据估算干旱区晴天太阳瞬时和日间净辐射[J]. 干旱区地理,2018,41(1): 32-37. [8] Campbell G S, Norman J M. An introduction to environmental biophysics[M]. New York: Springer Science and Business Media, 2000. [9] Kustas W P, Norman J M. Evaluation of soil and vegetation heat flux predictions using a simple two-source model with radiometric temperatures for partial canopy cover[J]. Agricultural and Forest Meteorology, 1999, 94 (1): 13-29. [10] Norman J M, Kustas W P, Humes K S. Source approach for estimating soil and vegetation energy fluxes in observations of directional radiometric surface-temperature[J]. Agricultural and Forest Meteorology, 1995, 77(3-4): 263-293. [11] Santanello J A, Friedl M A. Diurnal covariation in soil heat flux and net radiation[J]. Journal of Applied Meteorology, 2003, 42(6): 851-862. [12] Song L, Kustas W P, Liu S , et al. Applications of a thermal-based two-source energy balance model using Priestley-Taylor approach for surface temperature partitioning under advective conditions[J]. Journal of Hydrology, 2016, 540: 574-587. [13] 王存良. 电离层电子浓度计算模型中有关太阳参数的计算[J]. 中国电子科学研究院学报,2013,8(1): 86-90. [14] 李守波,赵传燕. 基于能量平衡的关川河流域蒸散发的遥感反演[J]. 遥感技术与应用,2006(6): 521-526. [15] Priestley C H B, Taylor R J. On the assessment of surface heat flux and evaporation using large-scale parameters[J]. Monthly Weather Review, 1972,100(2): 81-92. [16] Allen R G, Pereira L S, Raes D, et al. Crop evapotranspiration-Guidelines for computing crop water requirements-FAO Irrigation and drainage paper 56[J]. Fao Rome, 1998, 300(9): D5109. [17] 白燕英,高聚林,张宝林. 基于NDVI与EVI的作物长势监测研究[J]. 农业机械学报,2019,50(9): 153-161. [18] 张舒婷,段四波,幸泽峰,等. 地表组分温度遥感反演算法研究进展[J]. 中国农业信息,2019,31(1): 11-23. [19] 吴亮,姚昆. 基于劈窗算法的Landsat 8影像地表温度反演[J]. 电力大数据,2018,21(4): 18-25. [20] Zhao W, Li A, Bian J, et al. A Synergetic algorithm for mid-morning land surface soil and vegetation temperatures estimation using MSG-SEVIRI Products and TERRA-MODIS Products[J]. Remote Sensing, 2014, 6(3): 2213-2238.

相似文献/References:

[1]陆泰榕.利用生物质甘蔗制Z造生物基聚乙烯醇高分子材料的优势探讨[J].大众科技,2013,15(07):106.
[2]蒙良莉 钟仕全 童新华.基于 GF-1WFV数据的甘蔗种植面积监测[J].大众科技,2018,20(05):22.
 Monitoring of planting area of sugarcane based on GF-1WFV data[J].Popular Science & Technology,2018,20(06):22.
[3]陈 延,梁 勇,宁方尧,等.甘蔗及其制品风味物质的研究进展[J].大众科技,2019,21(04):36.
 Research Progress on Flavoring Substances of Sugarcane and its Products[J].Popular Science & Technology,2019,21(06):36.
[4]钟 喆 陈 鹏 何卫军 张 生 张雯钧.基于高分六号卫星WFV数据的甘蔗种植面积提取方法研究[J].大众科技,2024,26(6):17.
 [J].Popular Science & Technology,2024,26(06):17.

备注/Memo

备注/Memo:
【通信作者】农清栋(1985-),女,广西中医药大学讲师,硕士,从事医学免疫学与微生物学教学与科研工作。
更新日期/Last Update: 2022-07-25