期刊文献+

基于光能利用效率和多时相遥感的春玉米估产模型 被引量:7

Spring Maize Yield Estimation based on Radiation Use Efficiency and Multi-temporal Remotely Sensed Data
原文传递
导出
摘要 以内蒙古河套地区解放闸灌域为研究区域,应用光能利用效率和多时相遥感数据,构建遥感估产模型,讨论了玉米各生育期干物质积累量的差异性,并利用地面实测产量数据与遥感估产模型数据进行对比分析。结果表明:玉米拔节期的干物质积累量最大,占总量的40%;根据玉米各生长期干物质积累量的差异,能够获得玉米产量的主要生态障碍因素和提高产量的方法;地面实测产量数据与对应遥感估产模型数据具有较好的相关性,相关系数达到0.853,并通过了0.01信度检验。因此,基于光能利用效率和多时相遥感构建估产模型用于春玉米估产是可行、有效的。 In order to develop highly accurate model for crop yield estimation,an approach of retrieving re- gional crop yield was studied by Radiation Use Efficiency (RUE) and remote sensing data,the Jifangzha irrigation is of Hetao irrigation district of Inner Mongolia Autonomous Region was selected as a research case. Based on this model,the difference of the Dry Matter Accumulation (DMA) between the maize's different growing stages is made and a comparative analysis of the measured yields,and the predicted results based on this model. The results show that the DMA of the maize's jointing stage is maximal,about 40% of total amount. The measured yield and the predicted ones based on the model has a greater correlation, the Correlation Coefficient was 0. 853 and passed the reliability of 0.01. The difference of the DMA in different growing stages showed that the sensitive degree was displayed between main growing stages and yield,and that were some key aspects:the main limiting factor in growing stages and raising yield. These results indicate the model for spring maize yield estimation is feasible and effective hased on the RUE and multi-temporal remotely sensing data.
出处 《遥感技术与应用》 CSCD 北大核心 2013年第5期824-830,共7页 Remote Sensing Technology and Application
基金 国家十二五科技支撑计划课题(2011BAD25B05) 江苏省水利动力工程重点实验室开放课题(K100020 K11022)
关键词 光能利用效率 春玉米 估产模型 河套灌区 Radiation use efficiency Spring maize Simulation model Hetao irrigation district
  • 相关文献

参考文献19

  • 1王纯枝,宇振荣,辛景峰,Driessen P.M,刘云慧.基于遥感和作物生长模型的作物产量差估测[J].农业工程学报,2005,21(7):84-89. 被引量:33
  • 2Tao F L, Yokozawa M, Zhang Z, et al. Remote Sensing of Crop Production in China by Production Efficiency Models: Models Comparisons, Estimates and Uncertainties[J]. Ecological Modeling.2005.18:3(4):385-396.
  • 3徐新刚,吴炳方,蒙继华,李强子,黄文江,刘良云,王纪华.农作物单产遥感估算模型研究进展[J].农业工程学报,2008,24(2):290-298. 被引量:56
  • 4Monteith J L. Solar-radiation and Productivity in Tropical Ecosystems [J]. Journal of Applied Ecology. 1972.9(3):747-766.
  • 5Bastiaanssen W G M, All S. A New Crop Yield Forecasting Model based on Satellite Measurements Applied Across the Indus Basin, Pakistan[J]. Agriculture, Ecosystems and Environment,2003,94(3):321-310.
  • 6Pan G,Sun G J, l.i F M. Using Quick Bird Imagery and a Produetion Efficiency Model to Improve Crop Yield Estimation in the Semi-arid Hilly Loess Plateau, China[J]. Environmental Modeling & Software,2009,24(1) :510-516.
  • 7Droleta G G.Middleton E M,Huemmrich K F.et al. Regional Mapping of Gross Light Use Efficiency Using MODIS Spectral Indices[J]. Remote Sensing of Environment, 2008, 112 (6) :3064-3078.
  • 8Lobella D B, Asner G P,Ortiz-Monasterio J I,et al. Remote Sensing of Regional Crop Production in the Yaqui Valley, Mexico: Estimates and Uncertainties[J]. Agriculture. Ecosystems & Environment ,2003,94(2) :205-220.
  • 9李鹏,姜鲁光,封志明.不同辐射校正水平下水稻植被指数监测对比分析[J].遥感技术与应用,2012,27(1):121-127. 被引量:6
  • 10徐涵秋.基于影像的Landsat TM/ETM^+数据正规化技术[J].武汉大学学报(信息科学版),2007,32(1):62-66. 被引量:78

二级参考文献247

共引文献356

同被引文献157

引证文献7

二级引证文献88

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部