The Resource Principal component regression for crop yield estimation, T.M.V. Suryanarayana, P.B. Mistry

Principal component regression for crop yield estimation, T.M.V. Suryanarayana, P.B. Mistry

Label
Principal component regression for crop yield estimation
Title
Principal component regression for crop yield estimation
Statement of responsibility
T.M.V. Suryanarayana, P.B. Mistry
Creator
Contributor
Author
Subject
Genre
Language
eng
Summary
This book highlights the estimation of crop yield in Central Gujarat, especially with regard to the development of Multiple Regression Models and Principal Component Regression (PCR) models using climatological parameters as independent variables and crop yield as a dependent variable. It subsequently compares the multiple linear regression (MLR) and PCR results, and discusses the significance of PCR for crop yield estimation. In this context, the book also covers Principal Component Analysis (PCA), a statistical procedure used to reduce a number of correlated variables into a smaller number of uncorrelated variables called principal components (PC). This book will be helpful to the students and researchers, starting their works on climate and agriculture, mainly focussing on estimation models. The flow of chapters takes the readers in a smooth path, in understanding climate and weather and impact of climate change, and gradually proceeds towards downscaling techniques and then finally towards development of principal component regression models and applying the same for the crop yield estimation
Member of
Cataloging source
N$T
http://library.link/vocab/creatorName
Suryanarayana, T. M. V
Dewey number
630.2515
Illustrations
illustrations
Index
no index present
LC call number
S600.5
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
Mistry, P. B.
Series statement
SpringerBriefs in applied sciences and technology,
http://library.link/vocab/subjectName
  • Crops and climate
  • Climatic changes
  • TECHNOLOGY & ENGINEERING
  • TECHNOLOGY & ENGINEERING
  • Climatic changes
  • Crops and climate
  • Engineering
  • Appl.Mathematics/Computational Methods of Engineering
  • Climate Change/Climate Change Impacts
  • Statistical Theory and Methods
  • Math. Appl. in Environmental Science
  • Agriculture
  • Water Policy/Water Governance/Water Management
Label
Principal component regression for crop yield estimation, T.M.V. Suryanarayana, P.B. Mistry
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-981-10-0663-0
Instantiates
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Introduction -- Principal Component Analysis In Transfer Function -- Review of Litrrature -- Study Area and Data Collection -- Methodology -- Conclusions
Dimensions
unknown
Extent
1 online resource
File format
unknown
Form of item
online
Isbn
9789811006630
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Note
SpringerLink
Other control number
10.1007/978-981-10-0663-0
Other physical details
illustrations.
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)945445130
  • (OCoLC)ocn945445130
Label
Principal component regression for crop yield estimation, T.M.V. Suryanarayana, P.B. Mistry
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-981-10-0663-0
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Introduction -- Principal Component Analysis In Transfer Function -- Review of Litrrature -- Study Area and Data Collection -- Methodology -- Conclusions
Dimensions
unknown
Extent
1 online resource
File format
unknown
Form of item
online
Isbn
9789811006630
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Note
SpringerLink
Other control number
10.1007/978-981-10-0663-0
Other physical details
illustrations.
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)945445130
  • (OCoLC)ocn945445130

Library Locations

  • Architecture LibraryBorrow it
    Gould Hall 830 Van Vleet Oval Rm. 105, Norman, OK, 73019, US
    35.205706 -97.445050
  • Bizzell Memorial LibraryBorrow it
    401 W. Brooks St., Norman, OK, 73019, US
    35.207487 -97.447906
  • Boorstin CollectionBorrow it
    401 W. Brooks St., Norman, OK, 73019, US
    35.207487 -97.447906
  • Chinese Literature Translation ArchiveBorrow it
    401 W. Brooks St., RM 414, Norman, OK, 73019, US
    35.207487 -97.447906
  • Engineering LibraryBorrow it
    Felgar Hall 865 Asp Avenue, Rm. 222, Norman, OK, 73019, US
    35.205706 -97.445050
  • Fine Arts LibraryBorrow it
    Catlett Music Center 500 West Boyd Street, Rm. 20, Norman, OK, 73019, US
    35.210371 -97.448244
  • Harry W. Bass Business History CollectionBorrow it
    401 W. Brooks St., Rm. 521NW, Norman, OK, 73019, US
    35.207487 -97.447906
  • History of Science CollectionsBorrow it
    401 W. Brooks St., Rm. 521NW, Norman, OK, 73019, US
    35.207487 -97.447906
  • John and Mary Nichols Rare Books and Special CollectionsBorrow it
    401 W. Brooks St., Rm. 509NW, Norman, OK, 73019, US
    35.207487 -97.447906
  • Library Service CenterBorrow it
    2601 Technology Place, Norman, OK, 73019, US
    35.185561 -97.398361
  • Price College Digital LibraryBorrow it
    Adams Hall 102 307 West Brooks St., Norman, OK, 73019, US
    35.210371 -97.448244
  • Western History CollectionsBorrow it
    Monnet Hall 630 Parrington Oval, Rm. 300, Norman, OK, 73019, US
    35.209584 -97.445414
Processing Feedback ...