{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,22]],"date-time":"2026-01-22T14:28:15Z","timestamp":1769092095496,"version":"3.49.0"},"publisher-location":"Berlin, Heidelberg","reference-count":18,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783540898528","type":"print"},{"value":"9783540898535","type":"electronic"}],"license":[{"start":{"date-parts":[[2008,1,1]],"date-time":"2008-01-01T00:00:00Z","timestamp":1199145600000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2008]]},"DOI":"10.1007\/978-3-540-89853-5_7","type":"book-chapter","created":{"date-parts":[[2008,11,12]],"date-time":"2008-11-12T07:07:17Z","timestamp":1226473637000},"page":"40-51","source":"Crossref","is-referenced-by-count":15,"title":["Seasonal to Inter-annual Climate Prediction Using Data Mining KNN Technique"],"prefix":"10.1007","author":[{"given":"Zahoor","family":"Jan","sequence":"first","affiliation":[]},{"given":"Muhammad","family":"Abrar","sequence":"additional","affiliation":[]},{"given":"Shariq","family":"Bashir","sequence":"additional","affiliation":[]},{"given":"Anwar M.","family":"Mirza","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"7_CR1","doi-asserted-by":"publisher","first-page":"1","DOI":"10.3354\/cr033001","volume":"33","author":"J.W. Hansen","year":"2006","unstructured":"Hansen, J.W., Sivakumar, M.V.K.: Advances in applying climate prediction to agriculture. Climate Research\u00a033, 1\u20132 (2006)","journal-title":"Climate Research"},{"key":"7_CR2","unstructured":"Sayuti, R., Karyadi, W., Yasin, I., Abawi, Y.: Factors affecting the use of climate forecasts in agriculture: a case study of Lombok Island, Indonesia. ACIAR Technical Reports Series, No. 59, pp. 15-21 (2004)"},{"key":"7_CR3","unstructured":"Murray-Ruest, H., Lashari, B., Memon, Y.: Water distribution equity in Sindh Province, Pakistan, Pakistan Country Series No. 1, Working Paper 9, International Water Management Institute, Lahore, Pakistan (2000)"},{"key":"7_CR4","unstructured":"Stern, P.C., Easterling, W.E.: Making Climate Forecasts Matter. National Academy Press (1999)"},{"key":"7_CR5","doi-asserted-by":"publisher","first-page":"1477","DOI":"10.1002\/(SICI)1097-0088(19991115)19:13<1477::AID-JOC432>3.0.CO;2-W","volume":"19","author":"W.A. Landman","year":"1999","unstructured":"Landman, W.A., Mason, S.J.: Change in the association between Indian Ocean sea-surface temperatures and summer rainfall over South Africa and Namibia. International Journal of Climatology\u00a019, 1477\u20131492 (1999)","journal-title":"International Journal of Climatology"},{"issue":"4","key":"7_CR6","first-page":"23","volume":"4","author":"W.A. Landman","year":"1995","unstructured":"Landman, W.A.: A canonical correlation analysis model to predict South African summer rainfall. NOAA Experimental Long-Lead Forecast Bulletin\u00a04(4), 23\u201324 (1995)","journal-title":"NOAA Experimental Long-Lead Forecast Bulletin"},{"issue":"12","key":"7_CR7","doi-asserted-by":"publisher","first-page":"2528","DOI":"10.1175\/1520-0442(2001)014<2528:NCCAOT>2.0.CO;2","volume":"14","author":"W.W. Hsieh","year":"2001","unstructured":"Hsieh, W.W.: Nonlinear Canonical Correlation Analysis of the Tropical Pacific Climate Variability Using a Neural Network Approach. Journal of Climate\u00a014(12), 2528\u20132539 (2001)","journal-title":"Journal of Climate"},{"issue":"3","key":"7_CR8","doi-asserted-by":"publisher","first-page":"339","DOI":"10.1175\/1520-0477(1991)072<0339:TTAMAF>2.0.CO;2","volume":"72","author":"S.P. Hays","year":"1991","unstructured":"Hays, S.P., Mangum, L.J., Picaut, J., Sumi, A., Takeuchi, K.: TOGA-TAO: A moored array for real time measurement in the tropical Pacific ocean. Bulletin of the American Meteorological Society\u00a072(3), 339\u2013347 (1991)","journal-title":"Bulletin of the American Meteorological Society"},{"key":"7_CR9","doi-asserted-by":"publisher","first-page":"1111","DOI":"10.1002\/joc.636","volume":"21","author":"S.E. Mason","year":"2001","unstructured":"Mason, S.E., Goddard, L., Zebiak, S.J., Ropelewski, C.F., Basher, R., Cane, M.A.: Current Approaches to Seasonal to Interannual Climate Predictions. International Journal of Climatology\u00a021, 1111\u20131152 (2001)","journal-title":"International Journal of Climatology"},{"key":"7_CR10","volume-title":"Data Mining Concepts and Techniques","author":"J. Han","year":"2006","unstructured":"Han, J., Kamber, M.: Data Mining Concepts and Techniques. Elsevier Science and Technology, Amsterdam (2006)"},{"key":"7_CR11","doi-asserted-by":"crossref","unstructured":"Fix, E., Hodges, J.L.: Discriminatory Analysis - Nonparametric Discrimination: Consistency Properties. USAF school of Aviation Medicine, Randolph Field Texas (1951)","DOI":"10.1037\/e471672008-001"},{"key":"7_CR12","volume-title":"Discovering Knowledge in Data: An Introduction to Data Mining","author":"D.T. Larose","year":"2005","unstructured":"Larose, D.T.: Discovering Knowledge in Data: An Introduction to Data Mining. Wiley, Chichester (2005)"},{"key":"7_CR13","unstructured":"Lettre, J.: Business Planning, Decisionmaking and Ethical Aspects of Seasonal Climate Forecasting (1999), http:\/\/members.aol.com\/gml1000\/busclim.html"},{"key":"7_CR14","doi-asserted-by":"publisher","first-page":"1853","DOI":"10.1175\/1520-0477(1999)080<1853:TISCPS>2.0.CO;2","volume":"80","author":"S.J. Mason","year":"1999","unstructured":"Mason, S.J., Goddard, L., Graham, N.E., Yulaeva, E., Sun, L., Arkin, P.A.: The IRI seasonal climate prediction system and the 1997\/1998 El Ni\u00f1o event. Bulletin of the American Meteorological Society\u00a080, 1853\u20131873 (1999)","journal-title":"Bulletin of the American Meteorological Society"},{"issue":"18","key":"7_CR15","doi-asserted-by":"publisher","first-page":"3819","DOI":"10.1175\/1520-0442(2001)014<3819:FONGSS>2.0.CO;2","volume":"14","author":"W.A. Landman","year":"2001","unstructured":"Landman, W.A., Mason, S.J.: Forecasts of Near-Global Sea Surface Temperatures Using Canonical Correlation Analysis. Journal of Climate\u00a014(18), 3819\u20133833 (2001)","journal-title":"Journal of Climate"},{"key":"7_CR16","first-page":"115","volume":"8","author":"P. Rogel","year":"2002","unstructured":"Rogel, P., Maisonnave, E.: Using Jason-1 and Topex\/Poseidon data for seasonal climate prediction studies. AVISO Altimetry Newsletter\u00a08, 115\u2013116 (2002)","journal-title":"AVISO Altimetry Newsletter"},{"key":"7_CR17","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.rse.2005.05.017","volume":"98","author":"A.B. White","year":"2005","unstructured":"White, A.B., Kumar, P., Tcheng, D.: A data mining approach for understanding control on climate induced inter-annual vegetation variability over the United State. Remote sensing of Environments\u00a098, 1\u201320 (2005)","journal-title":"Remote sensing of Environments"},{"key":"7_CR18","first-page":"239","volume":"5","author":"J. Basak","year":"2004","unstructured":"Basak, J., Sudarshan, A., Trivedi, D., Santhanam, M.S.: Weather Data Mining using Component Analysis. Journal of Machine Learning Research\u00a05, 239\u2013253 (2004)","journal-title":"Journal of Machine Learning Research"}],"container-title":["Communications in Computer and Information Science","Wireless Networks, Information Processing and Systems"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-89853-5_7","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,15]],"date-time":"2019-05-15T06:12:45Z","timestamp":1557900765000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-89853-5_7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2008]]},"ISBN":["9783540898528","9783540898535"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-89853-5_7","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"value":"1865-0929","type":"print"},{"value":"1865-0937","type":"electronic"}],"subject":[],"published":{"date-parts":[[2008]]}}}