{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T09:58:42Z","timestamp":1782899922118,"version":"3.54.5"},"publisher-location":"New York, NY, USA","reference-count":28,"publisher":"ACM","license":[{"start":{"date-parts":[[2019,7,13]],"date-time":"2019-07-13T00:00:00Z","timestamp":1562976000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2019,7,13]]},"DOI":"10.1145\/3321707.3321809","type":"proceedings-article","created":{"date-parts":[[2019,7,3]],"date-time":"2019-07-03T13:48:04Z","timestamp":1562161684000},"page":"1198-1205","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":5,"title":["Statistical learning in soil sampling design aided by pareto optimization"],"prefix":"10.1145","author":[{"given":"Assaf","family":"Israeli","sequence":"first","affiliation":[{"name":"Tel-Hai College and MIGAL Research Institute, Upper Galilee, Israel"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Michael","family":"Emmerich","sequence":"additional","affiliation":[{"name":"Leiden University, Leiden, The Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Michael (Iggy)","family":"Litaor","sequence":"additional","affiliation":[{"name":"Tel-Hai College and MIGAL Research Institute, Upper Galilee, Israel"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ofer M.","family":"Shir","sequence":"additional","affiliation":[{"name":"Tel-Hai College and MIGAL Research Institute, Upper Galilee, Israel"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2019,7,13]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.1974.1100705"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"crossref","unstructured":"E. Barca A. Castrignan\u00f3 G. Buttafuoco D. De Benedetto and G. Passarella. 2015. Integration of electromagnetic induction sensor data in soil sampling scheme optimization using simulated annealing. Environ Monit Assess 187 (2015).  E. Barca A. Castrignan\u00f3 G. Buttafuoco D. De Benedetto and G. Passarella. 2015. Integration of electromagnetic induction sensor data in soil sampling scheme optimization using simulated annealing. Environ Monit Assess 187 (2015).","DOI":"10.1007\/s10661-015-4570-y"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/3067695.3082470"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"crossref","unstructured":"M. C\u00f3rdoba C. Bruno J. Costa N. R. Peralta and M. Balzarini. 2016. Protocol for multivariate homogeneous zone delineation in precision agriculture. Biosystems Engineering 143 (03 2016) 95--107.  M. C\u00f3rdoba C. Bruno J. Costa N. R. Peralta and M. Balzarini. 2016. Protocol for multivariate homogeneous zone delineation in precision agriculture. Biosystems Engineering 143 (03 2016) 95--107.","DOI":"10.1016\/j.biosystemseng.2015.12.008"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/4235.996017"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"crossref","unstructured":"C. Doerr M. Gnewuch and M. Wahlstr\u00f6m. 2014. Calculation of Discrepancy Measures and Applications. Springer International Publishing Cham Switzerland 621--678.  C. Doerr M. Gnewuch and M. Wahlstr\u00f6m. 2014. Calculation of Discrepancy Measures and Applications. Springer International Publishing Cham Switzerland 621--678.","DOI":"10.1007\/978-3-319-04696-9_10"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.5555\/1121732"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11047-018-9685-y"},{"key":"e_1_3_2_1_9_1","volume-title":"Fuzzy Optimality and Evolutionary Multiobjective Optimization. In Evolutionary Multi-Criterion Optimization. Lecture Notes in Computer Science","volume":"2632","author":"Farina M.","unstructured":"M. Farina and P. Amato . 2003 . Fuzzy Optimality and Evolutionary Multiobjective Optimization. In Evolutionary Multi-Criterion Optimization. Lecture Notes in Computer Science , Vol. 2632 . Springer Berlin Heidelberg, 58--72. M. Farina and P. Amato. 2003. Fuzzy Optimality and Evolutionary Multiobjective Optimization. In Evolutionary Multi-Criterion Optimization. Lecture Notes in Computer Science, Vol. 2632. Springer Berlin Heidelberg, 58--72."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1111\/tgis.12176"},{"key":"e_1_3_2_1_11_1","article-title":"Soil Sampling Strategies for Spatial Prediction by Correlation with Auxiliary Maps","volume":"41","author":"Hengl T.","year":"2003","unstructured":"T. Hengl , D. Rossiter , and A. Stein . 2003 . Soil Sampling Strategies for Spatial Prediction by Correlation with Auxiliary Maps . Australian Journal of Soil Research 41 (2003) 8 41 (01 2003). T. Hengl, D. Rossiter, and A. Stein. 2003. Soil Sampling Strategies for Spatial Prediction by Correlation with Auxiliary Maps. Australian Journal of Soil Research 41 (2003) 8 41 (01 2003).","journal-title":"Australian Journal of Soil Research"},{"key":"e_1_3_2_1_12_1","unstructured":"G. B. M. Heuvelink and E. J. Pebesma. 2002. Is the ordinary kriging variance a proper measure of interpolation error?  G. B. M. Heuvelink and E. J. Pebesma. 2002. Is the ordinary kriging variance a proper measure of interpolation error?"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"crossref","unstructured":"R. Kerry and M. A. Oliver. 2003. Variograms of Ancillary Data to Aid Sampling for Soil Surveys. Precision Agriculture 4 3 (01 Sep 2003) 261--278.  R. Kerry and M. A. Oliver. 2003. Variograms of Ancillary Data to Aid Sampling for Soil Surveys. Precision Agriculture 4 3 (01 Sep 2003) 261--278.","DOI":"10.1023\/A:1024952406744"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"crossref","unstructured":"S. Kullback and R. A. Leibler. 1951. On Information and Sufficiency. Ann. Math. Statist. 22 1 (03 1951) 79--86.  S. Kullback and R. A. Leibler. 1951. On Information and Sufficiency. Ann. Math. Statist. 22 1 (03 1951) 79--86.","DOI":"10.1214\/aoms\/1177729694"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1540-5915.1993.tb00509.x"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.spasta.2016.09.001"},{"key":"e_1_3_2_1_17_1","volume-title":"Les Variables r\u00e9gionalis\u00e9es et leur estimation: une application de la th\u00e9orie des fonctions al\u00e9atoires aux sciences de la nature","author":"Matheron G.","unstructured":"G. Matheron . 1965. Les Variables r\u00e9gionalis\u00e9es et leur estimation: une application de la th\u00e9orie des fonctions al\u00e9atoires aux sciences de la nature . Masson , Paris . G. Matheron. 1965. Les Variables r\u00e9gionalis\u00e9es et leur estimation: une application de la th\u00e9orie des fonctions al\u00e9atoires aux sciences de la nature. Masson, Paris."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cageo.2005.12.009"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.2136\/sssaj1992.03615995005600020027x"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cageo.2004.03.012"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"crossref","unstructured":"J. Reyes O. Wendroth C. Matocha J. Zhu W. Ren and A. D. Karathanasis. 2018. Reliably Mapping Clay Content Coregionalized with Electrical Conductivity. Soil Science Society of America Journal 82 (05 2018).  J. Reyes O. Wendroth C. Matocha J. Zhu W. Ren and A. D. Karathanasis. 2018. Reliably Mapping Clay Content Coregionalized with Electrical Conductivity. Soil Science Society of America Journal 82 (05 2018).","DOI":"10.2136\/sssaj2017.09.0327"},{"key":"e_1_3_2_1_22_1","volume-title":"A conditioned Latin hypercube sampling algorithm incorporating operational constraints","author":"Roudier P.","unstructured":"P. Roudier , D. Beaudette , and A Hewitt . 2012. A conditioned Latin hypercube sampling algorithm incorporating operational constraints . CRC Press , 227--232. P. Roudier, D. Beaudette, and A Hewitt. 2012. A conditioned Latin hypercube sampling algorithm incorporating operational constraints. CRC Press, 227--232."},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"crossref","unstructured":"E. Scudiero P. Teatini G. Manoli F. Braga T. H. Skaggs and F. Morari. 2018. Workflow to Establish Time-Specific Zones in Precision Agriculture by Spatiotemporal Integration of Plant and Soil Sensing Data. Agronomy 8 11 (2018).  E. Scudiero P. Teatini G. Manoli F. Braga T. H. Skaggs and F. Morari. 2018. Workflow to Establish Time-Specific Zones in Precision Agriculture by Spatiotemporal Integration of Plant and Soil Sensing Data. Agronomy 8 11 (2018).","DOI":"10.3390\/agronomy8110253"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1007\/BF02426650"},{"key":"e_1_3_2_1_25_1","volume-title":"Interpolation of Spatial Data: Some Theory for Kriging","author":"Stein M. L.","unstructured":"M. L. Stein . 2012. Interpolation of Spatial Data: Some Theory for Kriging . Springer New York . M. L. Stein. 2012. Interpolation of Spatial Data: Some Theory for Kriging. Springer New York."},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"crossref","unstructured":"Tamara Ulrich Johannes Bader and Lothar Thiele. 2010. Defning and Optimizing Indicator-Based Diversity Measures in Multiobjective Search. In PPSN-XI. 707--717.   Tamara Ulrich Johannes Bader and Lothar Thiele. 2010. Defning and Optimizing Indicator-Based Diversity Measures in Multiobjective Search. In PPSN-XI. 707--717.","DOI":"10.1007\/978-3-642-15844-5_71"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"crossref","unstructured":"R. Webster and M. A. Oliver. 2007. Geostatistics for Environmental Scientists Second Edition. John Wiley and Sons Ltd. Chichester England.  R. Webster and M. A. Oliver. 2007. Geostatistics for Environmental Scientists Second Edition. John Wiley and Sons Ltd. Chichester England.","DOI":"10.1002\/9780470517277"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"crossref","unstructured":"Y. Zhao X. Xu K. Tian B. Huang and N. Hai. 2016. Comparison of sampling schemes for the spatial prediction of soil organic matter in a typical black soil region in China. Environmental Earth Sciences 75 (12 2016).  Y. Zhao X. Xu K. Tian B. Huang and N. Hai. 2016. Comparison of sampling schemes for the spatial prediction of soil organic matter in a typical black soil region in China. Environmental Earth Sciences 75 (12 2016).","DOI":"10.1007\/s12665-015-4895-4"}],"event":{"name":"GECCO '19: Genetic and Evolutionary Computation Conference","location":"Prague Czech Republic","acronym":"GECCO '19","sponsor":["SIGEVO ACM Special Interest Group on Genetic and Evolutionary Computation"]},"container-title":["Proceedings of the Genetic and Evolutionary Computation Conference"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3321707.3321809","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3321707.3321809","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T00:25:28Z","timestamp":1750206328000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3321707.3321809"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,7,13]]},"references-count":28,"alternative-id":["10.1145\/3321707.3321809","10.1145\/3321707"],"URL":"https:\/\/doi.org\/10.1145\/3321707.3321809","relation":{},"subject":[],"published":{"date-parts":[[2019,7,13]]},"assertion":[{"value":"2019-07-13","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}