GUO Jianmao,WANG Jinjie,WU Yue,et al.Improvement of model on rice heat injury monitor and assessment by MODIS and meteorology station data[J].,2018,27(01):163-174.[doi:10.13577/j.jnd.2018.0120]





Improvement of model on rice heat injury monitor and assessment by MODIS and meteorology station data
郭建茂1 王锦杰2 吴越1 谢晓燕1 申双和1 于庚康3
1. 南京信息工程大学, 江苏 南京 210044;
2. 宿迁市气象局, 江苏 宿迁 223800;
3. 江苏省气象局, 江苏 南京 210009
GUO Jianmao1 WANG Jinjie2 WU Yue1 XIE Xiaoyan1 SHEN Shuanghe1 YU Gengkang3
1. Nanjing University of Information Science & Technology, Nanjing 210044, China;
2. Suqian Meteorological Bureau, Suqian 223800, China;
3. Jiangsu Meteorological Service, Nanjing 210009, China
MODISriceheat damagemonitor and assessmentimprove
Rice is one of the three major grain crops in China, it is very important to the food security of our country. In recent years, with the warming climate, the occurrence of high temperature heat damage has happened more frequently. High temperature heat damage of rice has become a major agricultural meteorological disaster in rice production. It is urgent to strengthen the research on the monitoring and early warning of high temperature heat damage. Thus, based on the data of satellite remote sensing and meteorological station, the monitoring and evaluation model of high temperature heat damage was established. This model can cover the whole research area in any picked rice growth period and monitoring and accessing the rice, which is in heading and flowering stage. With the deepening of research, the above model is improved as follows:First, adding new data sources to improve the accuracy of temperature retrieval; Second, adding the counts of different grades high temperature heat damage in the image of monitoring and evaluating results.


[1] 杨太明, 陈金华. 江淮之间夏季高温热害对水稻生长的影响[J]. 安徽农业科学, 2007, 35(27):8530-8531. YANG Taiming, CHEN Jinhua. Effects of hot disaster of high temperature in summer on rice growth in central Anhui[J]. Journal of Anhui Agri.Sci.2007, 35(27):8530-8531. (in Chinese)
[2] 王前和,潘俊辉,李晏斌,等. 武汉地区中稻大面积空壳形成的原因及防止途径[J]. 湖北农业科学, 2004(1):27-30. WANG Qianhe, PAN Junhui, LI Yanbin, et al. The reasons and ways of preventing the Wuhan area a large area of rice shell formation[J]. Hubei Agricultural Sciences, 2004(1):27-30. (in Chinese)
[3] Rosen Zweig C, Parry M L. Potential impact of climate-change on world food-supply[J]. Nature, 1994, 367:133-13.
[4] 郭建茂, 王锦杰, 吴越, 等. 基于卫星遥感与气象站数据的水稻高温热害监测和评估模型研究——以江苏、安徽为例[J]. 农业现代化研究, 2017, 38(2):298-306. GUO Jianmao, WANG Jinjie, WU Yue, et al. Research on model of rice heat injury monitor and assessment by satellite and meteorology station data:Taking the area of Jiangsu and Anhui as an example[J]. Research of Agricultural Modernization, 2017, 38(2):298-306. (in Chinese)
[5] 张佳华, 姚凤梅, 李秉柏, 等. 星-地光学遥感信息监测水稻高温热害研究进展[J]. 中国科学:地球科学, 2011, 41(10):1396-1406. ZHANG Jiahua, YAO Fengmei, LI Bingbo, et al. Progress in monitoring high-temperature damage to rice through satellite and ground-based optical remote sensing[J]. Sciences China Earth Sciences, 2011, 41(10):1396-1406. (in Chinese)
[6] Deering D W. Rangeland reflectance characteristics measured by aircraft and spacecraft sensors[D]. College Station, Texas A and M University, 1978.
[7] Liu H Q, Huete A. A feedback based modification of the NDVI to minimize canopy background and atmospheric noise[J]. IEEE Transactions on Geoscience & Remote Sensing, 1995, 33(2):457-465.
[8] Xiao X M, Boles S, Liu J Y, et al. Characterization of forest types in Northeastern China, using multi-temporal SPOT-4 VEGETATION sensor data[J]. Remote Sensing of Environment, 2002, 82(2):335-348.
[9] Lin S P, Moore N J, Messina J P, et al. Evaluation of estimating daily maximum and minimum air temperature with MODIS data in east Africa[J]. International Journal of Applied Earth Observation & Geoinformation, 2012, 18(1):128-140.
[10] Shah D B, Pandya M R, Trivedi H J, et al. Estimating minimum and maximum air temperature using MODIS data over Indo-Gangetic Plain[J]. Journal of Earth System Science, 2013, 122(6):1593-1605.
[11] Xu Y M, Qin Z H, Shen Y. Study on the estimation of near-surface air temperature from MODIS data by statistical methods[J]. International Journal of Remote Sensing, 2012, 33(24):7629-7643.
[12] Xiao X M, Boles S, Frolking S, et al. Mapping paddy rice agriculture in South and Southeast Asia using multi-temporal MODIS images[J]. Remote Sensing of Environment, 2006, 100(1):95-113.
[13] 单宏业, 黄在进, 王金城. 2013年淮安市水稻中后期高温热害调查分析[J]. 现代农业科技, 2014(6):93-93. SHAN Hongye, HUANG Zaijin, WANG Jincheng. The investigation and analysis of heat at high temperature in Huaian City in 2013 in late rice[J]. Modern Agricultural Technology, 2014(6):93-93.
[14] 骆宗强, 石春林, 江敏, 等. 孕穗期高温对水稻物质分配及产量结构的影响[J]. 中国农业气象, 2016, 37(3):326-334. LUO Zongqiang, SHI Chunlin, JIANG Ming, et al. Effect of high temperature on rice dry matter partition and yield component during booting stage[J]. Chinese Journal of Agrometeorology, 2016, 37(3):326-334.
[15] 郑建初, 张彬, 陈留根, 等. 抽穗开花期高温对水稻产量构成要素和稻米品质的影响及其基因型差异[J]. 江苏农业学报, 2005, 21(4):249-254. ZHENG Jianchu, ZHANG Bin, CHEN Liugen, et al. Genotypic differences in effects of high air temperature in field on rice yield components and grain quality during heading stage[J]. Jiangsu Journal of Agricultural Sciences, 2005, 21(4):249-254.
[16] 丁四兵, 朱碧岩, 吴冬云, 等. 温光对水稻抽穗后剑叶衰老和籽粒灌浆的影响[J]. 华南师范大学学报(自然科学版), 2004(1):117-121, 128. DING Sibing, ZHU Biyan, WU Dongyun, et al. Effect of temperature and light on senescence of flag leaf and grain-filling after rice heading[J]. Journal of South China Normal University (Natural Science Edition), 2004(1):117-121, 128.


 REN Yi-fang,GAO Ping,WANG Chun-yi.High temperature damage to paddy rice in Jiangsu Province and its cause analysis[J].,2010,19(01):101.
 YIN Shi-ping,LIU Dan,GUO Li-feng.Classification of dry cropland in Heilongjiang Province based on decision tree[J].,2011,20(01):092.
 SUN Yongmeng,DING Jianli,QU Juan.Extract of MODIS snow accumulation information in north Xinjiang using combined hard and soft classification method[J].,2013,22(01):076.
 YAO Fen-mei,ZHANG Jia-hua.Change of relative extreme high temperature events and climate risk in rice growing period in China from 1981 to 2000[J].,2009,18(01):037.
 DU Shao-min,GONG Wen-feng,DU Chong,et al.Spatiotemporal change of desertification in lower reaches of Nenjiang River:a remote sensing analysis based on MODIS data[J].,2009,18(01):131.
 BAO Huiyi,ZHANG Xianfeng,LIAO Chunhua,et al.Co-inversion of snow parameters in Xinjiang based on MODIS and AMSR-E data[J].,2013,22(01):041.
 WANG Tongtong,WANG Lianmin.Advance in research of sterile-style cooling injury of rice in cold region of China[J].,2013,22(01):167.
 WANG Ting,YUAN Shujie,WANG Jing,et al.Study on vulnerability of drought hazard affected rice in Sichuan Province[J].,2013,22(01):221.
 JIANG Li-xia,YAN Ping,WANG Ping,et al.Influence of climatic factors on safety of rice production in Heilongjiang Province[J].,2006,15(01):046.
 Sayran. Waley,Hamaltay,CAO Hongxin,et al.Estimation method of cloud precipitation based on MODIS data[J].,2014,23(01):111.[doi:1004-4574(2014)02-0111-09]


更新日期/Last Update: 1900-01-01