基于遥感计算的气温和土壤水分及DEM计算的太阳辐射等地表参数代替站点观测数据,采用100m×100m栅格和适宜性评价指数对泸西县的烤烟种植适宜性进行评价,分析其空间分布规律。在此基础上,进行了烤烟的烟田轮作规划与核查监督。研究表明,泸西县的烤烟种植最适宜区的耕地利用率偏低,仅为28.1%,尚有2165ha的最适宜耕地有待开发利用。烤烟轮作率虽然逐年增长,最高也仅为63.7%,离95%的目标轮作率仍存在较大差距。适宜性评价时,利用遥感和DEM计算的地表参数代替观测站点的插值数据,能获得可靠的数据支持,弥补因观测站点缺失而导致的数据失真。基于空间信息的轮作规划与核查监督,可有效改善烤烟轮作率,提高烤烟的质量和产量。
Digital precision agriculture has become a new trend for agricultural development in the world. The kernel technology of digital precision agriculture is spatial information technology. It is an important way to improve the capacity of sustainable development of flue-cured tobacco, using planting suitability evaluation and crop rotation planning based on spatial information technology. The land surface parameters used for conventional agricultural zoning and suitability evaluation are all based on the observation sites. Since the density of observation sites is very limited, it is difficult to obtain high-precision data in a large area. Therefore land surface parameters retrieved from remote sensing can be used to replace the parameters based on the observation sites. It can make the planting suitability evaluation and crop rotation planning more scientific and reasonable. Based on temperature, solar radiation and soil moisture obtained from remote sensing and DEM, with the support of topography, soil and land use factors derived from database, Suitability Evaluation Index (SEI) of flue-cured tobacco planting suitability in Luxi County is calculated at a 100 m×100 m grid size. The classification and spatial distribution of suitability evaluation results are then used to plan the crop rotation of flue-cured tobacco. Results show that the rate of crop rotation in Luxi County increased from 37.8% in 2002 to 63.7% in 2008, and there is still a wide gap to the goal rate of 95%. The planting utilization rate of most appropriate area is only about 28.1%, and there are about 2165 ha of most appropriate area for potential development. Therefore, in order to optimize the allocation of land resources, the planning of crop rotation should give first priority to flue-cured tobacco planting in most appropriate area. As remote sensing has reliable data support and has good ability to make up for the distortion of data caused by observation site loss, for planting suitability evaluation, remote sensing has more superiority than observation sites. Spatial information based crop rotation planning, verifying and supervising have good ability to improve the crop rotation rate of flue-cured tobacco and lay a foundation for sustainable development.
[1] 周国民.数字农业综述.农业图书情报学刊,2004 ,15 (3) :5~8.
[2] 刘金铜,陈谋询,蔡虹,等.我国精准农业的概念、内涵及理论体系的初步构建.农业系统科学与综合研究,2001,17(3) :180~182.
[3] 潘瑜春,赵春江.地理信息技术在精准农业中的应用.农业工程学报,2003 ,19(4) :1~6.
[4] 彭光雄,沈蔚,郭继发. 烤烟面积遥感监测最佳时相的选择研究.山地学报,2009, 27(3):281~287.
[5] Peng G X, Deng L, Cui W H, et al. Remote sensing monitoring of tobacco field based on phenological characteristics and time series image:A case Study of Chengjiang County, Yunnan Province, China. Chinese Geographical Science, 2009,19(2): 186~194.
[6] 邵岩.云南省烤烟轮作规划研究.北京,科学出版社,2006.2~6.
[7] 金志凤,尚华勤.GIS技术在常山县胡柚种植气候区划中的应用.农业工程学报,2003,19(3):153~155.
[8] 陆魁东,黄晚华,肖汉乾,等.气候因子小网格化技术在湖南烟草种植区划中的应用.生态学杂志,2008, 27 (2) : 290~294..
[9] 翟文侠,王舒,黄贤金.区域有机农业发展的自然资源适宜性评价——以江苏省溧水县为例.中国生态农业学报,2007,15(2):169~172.
[10] 吕晓芳,王仰麟,张镱锂,等.西部生态脆弱地区农业功能区划及模式探析——以宁夏盐池县为例.自然资源学报,2007,22(2):177~184.
[11] Han K, Viau A A, Anctil F. High-resolution forest fire weather index computations using satellite remote sensing. Canadian Journa1 of Forest Research,2003, 33 (6):1134~1143.
[12] 齐述华,王长耀,牛铮.利用温度植被旱情指数(TVDI)进行全国旱情监测研究.遥感学报,2003,7(5):420~427.
[13] Peng G X, Li J, Chen Y H, et al. High-resolution surface relative humidity computation using MODIS image in Peninsular Malaysia.Chinese Geographical Science, 2006, 16(3):260~264.
[14] 彭光雄, 陈云浩,李京,等.结合遥感和气象数据的森林火险监测研究——以马来西亚半岛为例.地球信息科学,2007,9(5):99~104.
[15] Seemann S W, Li J, Menzel W P. Operational retrieval of atmospheric temperature, moisture, and ozone from MODIS infrared radiances . Journal of Applied Meteorology, 2003, 42(8): 1072~1091.
[16] 彭光雄, 李京, 陈云浩,等.利用MODIS 大气廓线产品计算空气相对湿度的方法研究.热带气象学报,2007,23(6):611~617.
[17] Fu P. A geometric solar radiation model with applications in Landscape ecology. PhD. Thesis, Department of Geography, University of Kansas, Lawrence Kansas, USA, 2000.
[18] 李新,程国栋,陈贤章, 等. 任意条件下太阳辐射模型的改进. 科学通报, 1999, (5) : 993~998.
[19] 朱莉芬,田永中,岳天祥,等.基于1 km栅格的地表太阳辐射模拟.农业工程学报,2005,21(5):16~20.
[20] Javier G C. Vectorial algebra algorithms fox calculating terrain parameters from DEM and solar radiation modeling in mountain terrain. Geographical Information Science,2003,17(1):1~ 23.
[21] Fu P, Rich P M.The Solar Analyst 1.0 Manual. Helios Environmental Modeling Institute (HEMI), USA. 2000.
[22] Fu P, Rich P M. A geometric solar radiation model with applications in agriculture and forestry. Computers and Electronics in Agriculture, 2002,37:25~35.
[23] Sandholt I, Rasmussen K, Andersen J.A simple interpretation of the surface temperature/ vegetation index space for evaluation of surface moisture status. Remote Sensing of Environment, 2002, 79(2):2l3~224.
[24] 吴孟泉,崔伟宏.温度植被干旱指数(TVDI)在复杂山区干旱监测的应用研究.干旱区地理,2007,30(1):30~35.
[25] 李芬,王继军.黄土丘陵区纸坊沟流域近70年农业生态安全评价.生态学报,2008,28(5):2380~2389.
[26] 任学慧,林霞,张海静.大连城市居住适宜性的空间评价.地理研究 ,2008,27(3):683~692.
[27] 贾生华,聂冲,温海珍.城市CBD功能成熟度评价指标体系的构建——以杭州钱江新城CBD为例.地理研究 ,2008,27(3):649~658.
[28] 韩锦峰,刘维群,杨素勤,等.海拔高度对烤烟香气物质的影响.中国烟草,1993,(3):1~3.
[29] 董谢琼,徐虹,杨晓鹏,等.基于GIS的云南省烤烟种植区划方法研究.中国农业气象,2005,26(1):16~19.
[30] 许自成,黎妍妍,肖汉乾,等.湘南烟区生态因素与烤烟质量的综合评价.植物生态学报,2008,32(1):226~234.