数字农科院2.0

Optimal design of spatial sampling schemes for winter wheat sown area estimation

文献类型： 外文期刊

作者： Wang Di;Chen Zhongxin;Zhou Qingbo;Liu Jia

作者机构：

关键词： spatial sampling;winter wheat;sown area;sample size;extrapolation;error analysis

期刊名称： 2012 FIRST INTERNATIONAL CONFERENCE ON AGRO-GEOINFORMATICS (AGRO-GEOINFORMATICS)

ISSN： 2334-3168

年卷期： 2012 年

页码：

收录情况： SCI

摘要： it is essential for grain production, trade and grain security warning that the information on crop sown area is collected timely and accurately at regional and national level. The experiment on optimal design of spatial sampling schemes for estimating winter wheat sown acreage was conducted combining Remote Sensing, Geographic Information Systems with the traditional sampling methods as well as Geostatistics theory, in order to improve the current crop acreage sampling survey systems. Mengcheng County was selected as study area in Anhui Province, China and winter wheat sown area as the study object. 5 kinds of spatial sampling schemes (simple random sampling, spatial random sampling, classical systematic sampling, spatial systematic sampling and stratified sampling) were designed, respectively. Relative error, coefficient of variation (CV) and sampling costs (represented by sample size) were selected as indices to evaluate the efficiency of spatial sampling schemes in the experiment. The experimental results demonstrate that, the efficiency of stratified sampling scheme is the highest among 5 spatial sampling schemes, which the ratio of winter wheat sown area accounting for the area of a square grid in a sampling fundamental unit (that is a square gird with a size of 5'x5') was selected as the stratification symbol; Sample size, relative error and CV of population total estimators decrease with numbers of stratum increasing, when stratified sampling scheme is used to extrapolate population values and estimate sampling error; Furthermore, when the number of stratum is 5, sample size, relative error and CV of population total estimators are minimum compared with the rest results of stratified sampling schemes at 5 stratification levels

分类号：

  • 相关文献

[1]Provincial Spatial Sampling Method for Crop Sown Acreage Estimation. Dong Zhaoxia,Wang Di,Zhou Qingbo,An Yi. 2014

[2]Optimization of sampling basic unit size on spatial sampling for estimating winter wheat sown acreage. Wang Di,Zhou Qingbo,Chen Zhongxin,Liu Jia. 2012

[3]Comparison of spatial sampling schemes for crop sown acreage estimation in large-scale inventories. Wang Di,Chen Zhongxin,Zhou Qingbo,Liu Jia. 2016

[4]Optimal design on samples layout of spatial sampling schemes for estimating winter wheat planting acreage. Wang Di,Chen Zhongxin,Zhou Qingbo,An Yi. 2014

[5]Long-Term Inorganic Plus Organic Fertilization I.ncreases Yield And Yield S tability Of Winter Wheat. Chen, H, Deng, AX, Zhang, WJ, Li, W, Qi, YQ, Yang, TM, Zheng, CY, Cao, CF, Chen, F. 2018

[6]Investigating Contribution Factors of Grain Input to Output Transformation for the Inner Mongolia Autonomous Region in China. Yongchang Zhu,Buchun Liu,Yuan Liu,Sana Zeeshan Shirazi,Cheng Cui,Jinna He,Shanshan Liu,Fan Yang,Xiaonan Zhang. 2022

[7]Estimation Of Between-Cow Variability In Nutrient Digestion Of Lactating Dairy Cows Fed Corn-Based Diets. Tharangani, H, Lu, CW, Zhao, LS, Ma, L, Guo, XS, Weiss, WP, Bu, DP. 2020

[8]Variability in Estimating Crop Model Genotypic Parameters: The Impact of Different Sampling Methods and Sizes. Ma X.,Wang X.,He Y.,Zha Y.,Chen H.,Han S.. 2023

[9]Evaluation on Extrapolation Efficiency of Multiple Estimators for Winter Wheat Planting Acreage Estimation. Dong Zhaoxia,Wang Di,Chen Zhongxin,An Yi. 2014

[10]Discussion and reassessment of the method used for accepting or rejecting data observed by a Bowen ratio system. Hu, Shunjun,Zhao, Chengyi,Li, Jun,Chen, Yongbao,Wang, Feng.

[11]Generalization analysis of adversarial pairwise learning. Wen, Wen,Li, Han,Wu, Rui,Wu, Lingjuan,Chen, Hong. 2025

[12]Optimization of spatial sampling schemes for maize acreage estimation. Wang, Di,Zhou, Qingbo,Chen, Zhongxin,Liu, Jia,Wang, Di,Zhou, Qingbo,Chen, Zhongxin,Liu, Jia. 2015

[13]Optimization of spatial sampling schemes and elements for estimating farmland area. Dong Zhaoxia,Wang Di,Zhou Qingbo,Chen Zhongxin. 2015

[14]An overview of spatial sampling procedures for crop area estimation. Wang Di,Dong Zhaoxia,Zhou Qingbo,Chen Zhongxin. 2016

[15]Spatial Variability Of Crops In S.ampling Units And Its E ffect On Sampling Extrapolation Efficiency. Zhong, GJ, Wang, D, Zhou, QB, Sun, Z. 2018

[16]Spatial Autocorrelation Of Winter Wheat I.n Sampling Units And I ts Effect On Sampling Efficiency. Zhong, GJ, Wang, D, Zhou, QB, Sun, Z. 2018

[17]Application Of Energy And Water B.alance Methods: A Comparative S tudy On Wheat Evapotranspiration Rates. Zhang, Jiyang,Duan, Aiwang,Liu, Xiaofei,Meng, Zhaojiang,Meng, Zhaojiang,Zhang, Jiyang,Liu, Zugui,Zhang, Yingying,Zhang, Yingying,Duan, Aiwang,Fei, Liangjun,Liu, Xiaofei,Liu, Zugui. 2017

[18]Estimating Above Ground Biomass Of W.inter Wheat At Early G rowth Stages Based On Visual Spectral. Sun Zhong:fu,Li Yun:xia,Ma Jun:cheng,Du Ke:ming,Zhang Ling:xian,Zheng Fei:xiang,Chen Yun:qiang. 2019

[19]Long-Term Inorganic Plus Organic Fertilization I.ncreases Yield And Yield S tability Of Winter Wheat. Cao, Chengfu,Chen, Huan,Zhang, Weijian,Yang, Taiming,Zheng, Chengyan,Qi, Yuqiang,Deng, Aixing,Chen, Fu,Li, Wei,Chen, Huan,Chen, Huan. 2018

[20]Effects of Tillage Practices on Water Consumption, Water Use Efficiency and Grain Yield in Wheat Field. Zheng Cheng-yan,Yu Zhen-wen,Shi Yu,Cui Shi-ming,Wang Dong,Zhang Yong-li,Zheng Cheng-yan,Zhao Jun-ye. 2014

作者其他论文 更多>>