Land Observation Evaluation of Effective Coverage for Optical Satellites Based on Physical and Meteorological Condition

doi:10.11947/j.AGCS.2016.20150381

Abstract

Abstract: The coverage evaluation of traditional land observation for optical satellite is based on ideal coverage of satellite, which has no consideration of the influence of physical condition, such as satellite storage, satellite data transmission and observation time. It also has no consideration of the influence of meteorological condition in observation area. According to land observation requirements of remote sensing, an index evaluation system of effective coverage ability for remote sensing on land observation is build up. According to data storage capacity, data transmission capacity between satellite and ground, longest observation time in one loop, solar elevation angle of satellite observation and so on, an effective coverage calculation method is proposed based on physical capacity constraint for optical remote sensing satellite. On the basis of the climate data of meteorological station over the years, an effective coverage calculation method based on climate constraint is raised for optical remote sensing satellite. Synthesizing satellite physical capacity constraint and climate constraint, effective coverage capacity of earth observation for optical remote sensing satellite is calculated. Meanwhile, based on index evaluation weight of effective coverage capacity for land observation by experts, analytical hierarchical process (AHP) is used to evaluate requirement satisfactory degree for land observation. The experimental result shows that the proposed algorithm is more accurate in estimation and evaluation for effective coverage on land observation, which is able to provide a more precise solution for effective coverage capacity evaluation on earth observation.

Key words: land observation, effective coverage, physical constraints, climate constraints, analytic hierarchy process(AHP), effective coverage capacity evaluation

CLC Number:

P237

WU Zhaocong, WU Yuan, ZHANG Yi, YANG Fan. Land Observation Evaluation of Effective Coverage for Optical Satellites Based on Physical and Meteorological Condition[J]. Acta Geodaetica et Cartographica Sinica, 2016, 45(7): 841-849.

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http://xb.chinasmp.com/EN/Y2016/V45/I7/841

References

[1] 贺勇军, 戴金海, 王海丽. 复杂多卫星系统有效覆盖特性的仿真分析[J]. 计算机仿真, 2003(z1):110-113. HE Yongjun, DAI Jinhai, WANG Haili. Simulation-based Effective Coverage Performance Analysis for Complex Multi-satellite systems[J]. Computer Simulation, 2003(z1):110-113.
[2] 张倩, 赵砚, 徐梅. 卫星星座的空域覆盖性能计算模型[J]. 飞行器测控学报, 2011, 30(1):6-10. ZHANG Qian, ZHAO Yan, XU Mei. Computation Model of Constellation Space Coverage Performance[J]. Journal of Spacecraft TT & C Technology, 2011, 30(1):6-10.
[3] 左伟, 张桂兰, 万必文, 等. 中尺度生态评价研究中格网空间尺度的选择与确定[J]. 测绘学报, 2003, 32(3):267-271. ZUO Wei, ZHANG Guilan, WAN Biwen, et al. Study of Determining the GIS Raster Size in Mid-scale Ecological Assessment Research[J]. Acta Geodaetica et Cartographica Sinica, 2003, 32(3):267-271.
[4] 王沛,李菊芳,谭跃进. 多星联合对地观测能力评估系统设计与实现[J]. 军事运筹与系统工程, 2007, 21(2):68-73. WANG Pei, LI Jufang, TAN Yuejin. Design and Implementation of Multi Earth Observing Satellites Capability Evaluation System[J]. Military Operations Research and Systems Engineering, 2007, 21(2):68-73.
[5] 贺勇军. 面向效能优化的复杂多卫星系统综合建模与仿真方法研究[D]. 长沙:国防科学技术大学, 2004. HE Yongjun. Research on Integrated Modeling and Simulation Methods for Effectiveness Optimization of Complex Multi-satellite Systems[D]. Changsha:National University of Defense Technology, 2004.
[6] JAVANBARG B M, SCAWTHORN C,KIYONO J,et al. Fuzzy AHP-based Multicriteria Decision Making Systems Using Particle Swarm Optimization[J]. Expert Systems with Applications, 2012, 39(1):960-966.
[7] ASCHBACHER J, MILAGRO-PÉREZ M P. The European Earth Monitoring (GMES) Programme:Status and Perspectives[J]. Remote Sensing of Environment, 2012, 120:3-8.
[8] DRUSCH M, DEL BELLO U,CARLIER S,et al.Sentinel-2:ESA's Optical High-resolution Mission for GMES Operational Services[J]. Remote Sensing of Environment, 2012, 120:25-36.
[9] MALENOVSKY' Z, ROTT H, CIHLAR J, et al. Sentinels for Science:Potential of Sentinel-1, -2, and -3 Missions for Scientific Observations of Ocean, Cryosphere, and Land[J]. Remote Sensing of Environment, 2012, 120:91-101.
[10] VEEFKIND J P, ABEN I, MCMULLAN K, et al. TROPOMI on the ESA Sentinel-5 Precursor:A GMES Mission for Global Observations of the Atmospheric Composition for Climate, Air Quality and Ozone Layer Applications[J]. Remote Sensing of Environment, 2012, 120:70-83.
[11] ZOOGMAN P, JACOB D J, CHANCE K, et al. Ozone Air Quality Measurement Requirements for a Geostationary Satellite Mission[J]. Atmospheric Environment, 2011, 45(39):7143-7150.
[12] CASHMORE M, RICHARDSON T, HILDING-RYEDVIK T, et al. Evaluating the Effectiveness of Impact Assessment Instruments:Theorizing the Nature and Implications of Their Political Constitution[J]. Environmental Impact Assessment Review, 2010, 30(6):371-379.
[13] HEINMA K, PÕDER T. Effectiveness of Environmental Impact Assessment System in Estonia[J]. Environmental Impact Assessment Review, 2010, 30(4):272-277.
[14] NEPAL B, YADAV O P, MURAT A. A Fuzzy-AHP Approach to Prioritization of CS Attributes in Target Planning for Automotive Product Development[J]. Expert Systems with Applications, 2010, 37(10):6775-6786.
[15] 贺东雷, 李国平, 侯宇葵. 天基对地观测系统效能评估初探[J]. 中国空间科学技术, 2014(1):18-25. HE Donglei, LI Guoping, HOU Yukui. Initial Efficiency Evaluation Approach for Space-based Earth Observation Satellites System[J]. Chinese Space Science and Technology, 2014(1):18-25.
[16] 姚锋, 李菊芳, 李文, 等. 对地观测卫星动态能力评估系统[J]. 火力与指挥控制, 2010, 35(12):18-21. YAO Feng, LI Jufang, LI Wen, et al. Study on Dynamic Capability Assessment System of Earth Observation Satellites[J]. Fire Control & Command Control, 2010, 35(12):18-21.
[17] 李颖, 张占月, 陈庆华. 空间对地观测系统指标体系研究[J]. 装备指挥技术学院学报, 2011, 22(5):51-54. LI Ying, ZHANG Zhanyue, CHEN Qinghua. Research on Parameters System of Space-to-earth Observation System[J]. Journal of the Academy of Equipment Command & Technology, 2011, 22(5):51-54.
[18] 项磊, 孟新, 张秀成, 等. 基于HLA的对地观测卫星系统效能评估研究[J]. 计算机仿真, 2010, 27(7):28-32. XIANG Lei, MENG Xin, ZHANG Xiucheng, et al. Study on Military Satellite System Effectiveness Evaluation Based on HLA[J]. Computer Simulation, 2010, 27(7):28-32.
[19] 翁慧慧. 遥感卫星对地覆盖分析与仿真[D]. 郑州:信息工程大学, 2006. WENG Huihui. Ground Coverage Analysis and Simulation of Remote Sensing Satellite[D]. Zhengzhou:Information Engineering University, 2006.
[20] 韩潮, 邓丽, 徐嘉. 星座覆盖性能评估的改进网格点仿真法[J]. 计算机仿真, 2005, 22(12):21-23, 56. HAN Chao, DENG Li, XU Jia. Improved Grid Simulation for Constellation Coverage Performance Evaluation[J]. Computer Simulation, 2005, 22(12):21-23, 56.