|本期目录/Table of Contents|

[1]刘剑锋,方鹏,陈琳,等.基于MODIS NDVI的冬小麦收获指数遥感提取[J].江苏农业科学,2022,50(13):219-225.
 Liu Jianfeng,et al.Remote sensing extraction of winter wheat harvest index based on MODIS NDVI[J].Jiangsu Agricultural Sciences,2022,50(13):219-225.
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基于MODIS NDVI的冬小麦收获指数遥感提取(PDF)
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《江苏农业科学》[ISSN:1002-1302/CN:32-1214/S]

卷:
第50卷
期数:
2022年第13期
页码:
219-225
栏目:
农业工程与信息技术
出版日期:
2022-07-05

文章信息/Info

Title:
Remote sensing extraction of winter wheat harvest index based on MODIS NDVI
作者:
刘剑锋1 方鹏2 陈琳1 张喜旺2
1.黄河水利职业技术学院,河南开封 475004; 2.河南大学黄河中下游数字地理技术教育部重点实验室,河南开封 475004
Author(s):
Liu Jianfenget al
关键词:
冬小麦收获指数时间序列MODIS NDVI遥感提取HIMEAN
Keywords:
-
分类号:
S127
DOI:
-
文献标志码:
A
摘要:
为研究利用遥感技术反演冬小麦收获指数,以河北省馆陶县为例,使用2016年、2017年、2018年连续3年冬小麦生长期内的MODIS NDVI时间序列数据,并基于农学观点和冬小麦生理机制,提出了一种构建收获指数(HI)相关参数的新模型HIMEAN,并与已有相关模型HINDVIHINDVI_SUM进行比较,最后建立了收获指数的预测模型。结果表明,与收获指数参数模型HINDVIHINDVI_SUM相比,模型HIMEAN的精度最高。进一步反演了2018年河北省馆陶县的冬小麦收获指数,与实测冬小麦收获指数对比,其r2为0.632 9,说明收获指数参数模型HIMEAN在反演冬小麦收获指数时,理论基础更加合理,同时也具有最高的精度。同时,收获指数参数模型HIMEAN构建也为后续的以及其他作物收获指数提取研究提供了一种可行的思路。
Abstract:
-

参考文献/References:

[1]Kobata T,Ko M,Barutular C,et al. Harvest index is a critical factor influencing the grain yield of diverse wheat species under rain-fed conditions in the Mediterranean zone of southeastern Turkey and northern Syria[J]. Plant Production Science,2018,21(2):71-82.
[2]Donald C M,Hamblin J. The biological yield and harvest index of cereals as agronomic and plant breeding criteria[J]. Advances in Agronomy,1976,28:361-405.
[3]Moriondo M,Maselli F,Bindi M. A simple model of regional wheat yield based on NDVI data[J]. European Journal of Agronomy,2007,26(3):266-274.
[4]Bhatt G M. Variation of harvest index in several wheat crosses[J]. Euphytica,1976,25(1):41-50.
[5]刘兆晔,于经川,杨久凯,等. 小麦生物产量、收获指数与产量关系的研究[J]. 中国农学通报,2006,22(2):182-184.
[6]梁云娟,郜庆炉,薛香. 小麦单株产量、收获指数与主要农艺性状的灰色关联度分析[J]. 生物数学学报,2013,28(2):355-360.
[7]Rose T,Nagler S,Kage H. Yield formation of Central-European winter wheat cultivars on a large scale perspective[J]. European Journal of Agronomy,2017,86:93-102.
[8]Yang J X,Richards R A,Jin Y,et al. Both biomass accumulation and harvest index drive the yield improvements in soybean at high and low phosphorus in south-west China[J]. Field Crops Research,2022,277:108426.
[9]姬兴杰,于永强,张稳,等. 基于气象资料的中国冬小麦收获指数模型[J]. 中国农业科学,2010,43(20):4158-4168.
[10]Sharma R C,Smith E L,McNew R W. Stability of harvest index and grain yield in winter wheat[J]. Crop Science,1987,27(1):104-108.
[11]White E,Wilson F. Responses of grain yield,biomass and harvest index and their rates of genetic progress to nitrogen availability in ten winter wheat varieties[J]. Irish Journal of Agricultural and Food Research,2006,45(1):85-102.
[12]Zhang X Y,Chen S Y,Sun H Y,et al. Dry matter,harvest index,grain yield and water use efficiency as affected by water supply in winter wheat[J]. Irrigation Science,2008,27(1):1-10.
[13]Walter J,Edwards J,McDonald G,et al. Photogrammetry for the estimation of wheat biomass and harvest index[J]. Field Crops Research,2018,216:165-174.
[14]Richards R A,Townley-Smith T F. Variation in leaf area development and its effect on water use,yield and harvest index of droughted wheat[J]. Australian Journal of Agricultural Research,1987,38(6):983.
[15]Li H L,Luo Y,Xue X P,et al. A comparison of harvest index estimation methods of winter wheat based on field measurements of biophysical and spectral data[J]. Biosystems Engineering,2011,109(4):396-403.
[16]任建强,陈仲新,周清波,等. 基于时序归一化植被指数的冬小麦收获指数空间信息提取[J]. 农业工程学报,2010,26(8):160-167.
[17]Zhang X W,Qiu F,Qin F.Identification and mapping of winter wheat by integrating temporal change information and Kullback-Leibler divergence[J]. International Journal of Applied Earth Observation and Geoinformation,2019,76:26-39.
[18]张喜旺,陈云生,孟琪,等. 基于时间序列MODIS NDVI的农作物物候信息提取[J]. 中国农学通报,2018,34(20):158-164.
[19]Jnsson P,Eklundh L. TIMESAT-a program for analyzing time-series of satellite sensor data[J]. Computers & Geosciences,2004,30(8):833-845.
[20]吴文斌,杨鹏,唐华俊,等. 两种NDVI时间序列数据拟合方法比较[J]. 农业工程学报,2009,25(11):183-188.
[21]黄耀欢,王建华,江东,等. 利用S-G滤波进行MODIS-EVI时间序列数据重构[J]. 武汉大学学报(信息科学版),2009,34(12):1440-1443,1513.
[22]Chen J,Jnsson P,Tamura M,et al. A simple method for reconstructing a high-quality NDVI time-series data set based on the Savitzky-Golay filter[J]. Remote Sensing of Environment,2004,91(3/4):332-344.
[23]Atkinson P M,Jeganathan C,Dash J,et al. Inter-comparison of four models for smoothing satellite sensor time-series data to estimate vegetation phenology[J]. Remote Sensing of Environment,2012,123:400-417.
[24]周增光,唐娉. 基于质量权重的Savitzky-Golay时间序列滤波方法[J]. 遥感技术与应用,2013,28(2):232-239.
[25]江东,王乃斌,杨小唤,等. NDVI曲线与农作物长势的时序互动规律[J]. 生态学报,2002,22(2):247-252.
[26]Benedetti R,Rossini P. On the use of NDVI profiles as a tool for agricultural statistics:the case study of wheat yield estimate and forecast in Emilia Romagna[J]. Remote Sensing of Environment,1993,45(3):311-326.
[27]夏浪,张瑞瑞,陈立平,等. 基于无人机高光谱影像的地表植被生物量反演波段优选[J]. 电子测量技术,2018,41(9):87-90.
[28]Rasmussen M S. Assessment of millet yields and production in northern Burkina Faso using integrated NDVI from the AVHRR[J]. International Journal of Remote Sensing,1992,13(18):3431-3442.
[29]Lopresti M F,di Bella C M,Degioanni A J.Relationship between MODIS-NDVI data and wheat yield:a case study in Northern Buenos Aires Province,Argentina[J]. Information Processing in Agriculture,2015,2(2):73-84.

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备注/Memo

备注/Memo:
收稿日期:2021-08-17
基金项目:国家重点研发计划(编号:2021YFE0106700);河南省科技攻关项目(编号:212102110033);2020年度河南省高等职业学校青年骨干教师培养计划(编号:2020GZGG091);全球环境基金(GEF)水资源与水环境综合管理主流化项目(编号:MWR-C-3-9)。
作者简介:刘剑锋(1980—),女,山东潍坊人,硕士,副教授,主要从事农业遥感、GIS应用、三维地理信息建模等研究。E-mail:liu-jian-feng@163.com。
通信作者:张喜旺,博士,教授,主要从事农业遥感、生态遥感研究。E-mail:zxiwang@163.com。
更新日期/Last Update: 2022-07-05