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  1. Journal of Agricultural, Biological, and Environmental Statistics
  2. Journal of Agricultural, Biological, and Environmental Statistics : Volume 8
  3. Journal of Agricultural, Biological, and Environmental Statistics : Volume 8, Issue 2, June 2003
  4. Small area estimation in a Watershed erosion assessment survey
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Journal of Agricultural, Biological, and Environmental Statistics : Volume 22
Journal of Agricultural, Biological, and Environmental Statistics : Volume 21
Journal of Agricultural, Biological, and Environmental Statistics : Volume 20
Journal of Agricultural, Biological, and Environmental Statistics : Volume 19
Journal of Agricultural, Biological, and Environmental Statistics : Volume 18
Journal of Agricultural, Biological, and Environmental Statistics : Volume 17
Journal of Agricultural, Biological, and Environmental Statistics : Volume 16
Journal of Agricultural, Biological, and Environmental Statistics : Volume 15
Journal of Agricultural, Biological, and Environmental Statistics : Volume 14
Journal of Agricultural, Biological, and Environmental Statistics : Volume 13
Journal of Agricultural, Biological, and Environmental Statistics : Volume 12
Journal of Agricultural, Biological, and Environmental Statistics : Volume 11
Journal of Agricultural, Biological, and Environmental Statistics : Volume 10
Journal of Agricultural, Biological, and Environmental Statistics : Volume 9
Journal of Agricultural, Biological, and Environmental Statistics : Volume 8
Journal of Agricultural, Biological, and Environmental Statistics : Volume 8, Issue 4, December 2003
Journal of Agricultural, Biological, and Environmental Statistics : Volume 8, Issue 3, September 2003
Journal of Agricultural, Biological, and Environmental Statistics : Volume 8, Issue 2, June 2003
Small area estimation in a Watershed erosion assessment survey
A linear functional relationship model for circular data with an application to the assessment of ocean wave measurements
Maximum likelihood inference for seed and pollen dispersal distributions
Sequential stopping rules for species accumulation
Testing the cascade model for food webs
Autologistic regression model for the distribution of vegetation
Hierarchical models for estimating herd prevalence and test accuracy in the absence of a gold standard
Using segmented regression models to fit soil nutrient and soybean grain yield changes due to liming
Journal of Agricultural, Biological, and Environmental Statistics : Volume 8, Issue 1, March 2003
Journal of Agricultural, Biological, and Environmental Statistics : Volume 7
Journal of Agricultural, Biological, and Environmental Statistics : Volume 6

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Small area estimation in a Watershed erosion assessment survey

Content Provider Springer Nature Link
Author Opsomer, J. D. Botts, C. Kim, J. Y.
Copyright Year 2003
Abstract This article describes an application of small area estimation in a survey conducted in the Rathbun Lake Watershed in Iowa (USA). From a sample of 183 plots in the watershed, erosion from four sources as well as total erosion are estimated for 61 small areas within the study region. Information on land cover and topography from GIS coverages are used to create plot-level covariates for the regression model. Two estimators are discussed in the article: an empirical best linear unbiased predictor and a composite estimator. The latter estimator is potentially less efficient than the former, but preserves the additivity between the estimates for the four erosion sources and the total erosion. For this survey, the estimated efficiency loss is shown to be very small.
Starting Page 139
Ending Page 152
Page Count 14
File Format PDF
ISSN 10857117
Journal Journal of Agricultural, Biological, and Environmental Statistics
Volume Number 8
Issue Number 2
e-ISSN 15372693
Language English
Publisher Springer-Verlag
Publisher Date 2003-01-01
Publisher Place New York
Access Restriction One Nation One Subscription (ONOS)
Subject Keyword Best linear unbiased prediction Mixed effect linear regression Natural resources survey Statistics for Life Sciences, Medicine, Health Sciences Agriculture Environmental Monitoring/Analysis Biostatistics
Content Type Text
Resource Type Article
Subject Applied Mathematics Statistics and Probability Environmental Science Agricultural and Biological Sciences Statistics, Probability and Uncertainty
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