RESEARCHES ON REMOTE SENSING AREA MEASUREMENT BASED ON DIFFERENT SAMPLING METHODS
Guobao Song
Abstract
Guobao Song
Abstract
It is held that the combination of remote sensing and sampling technology can be effectively used in area measurement.At present,the methods of random sampling,systematic sampling and stratified sampling are widely used in remote sensing sampling.Based on remote sensing images,this paper has discussed from different angles the random sampling,systematic sampling,and stratified sampling that includes equal-count,equal-area and equal-dist.It is found that:(1) for the same features,from three indicators(the average error percentage,standard deviation and difference),the precision of stratified sampling is better than that of random sampling and systematic sampling,(2) for different features,the use of three stratified sampling method and the results obtained are proportional to the percentage of features,i.e.,the greater the percentage of features,the better the results,and(3) from three indicators(the average error percentage,standard deviation and difference),the three kinds of stratified sampling methods(equal-count,equal-area and equal-dist) have their respective own merits,and the precision is also closely related to the percentage of features.
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It is held that the combination of remote sensing and sampling technology can be effectively used in area measurement.At present,the methods of random sampling,systematic sampling and stratified sampling are widely used in remote sensing sampling.Based on remote sensing images,this paper has discussed from different angles the random sampling,systematic sampling,and stratified sampling that includes equal-count,equal-area and equal-dist.It is found that:(1) for the same features,from three indicators(the average error percentage,standard deviation and difference),the precision of stratified sampling is better than that of random sampling and systematic sampling,(2) for different features,the use of three stratified sampling method and the results obtained are proportional to the percentage of features,i.e.,the greater the percentage of features,the better the results,and(3) from three indicators(the average error percentage,standard deviation and difference),the three kinds of stratified sampling methods(equal-count,equal-area and equal-dist) have their respective own merits,and the precision is also closely related to the percentage of features.
Key concepts: Stratified sampling, Sampling (signal processing), Systematic sampling, Statistics, Sampling design, Mathematics, Standard deviation, Lot quality assurance sampling