{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,19]],"date-time":"2026-05-19T14:04:46Z","timestamp":1779199486833,"version":"3.51.4"},"reference-count":45,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2016,8,30]],"date-time":"2016-08-30T00:00:00Z","timestamp":1472515200000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Engineering with Computers"],"published-print":{"date-parts":[[2017,4]]},"DOI":"10.1007\/s00366-016-0475-9","type":"journal-article","created":{"date-parts":[[2016,8,30]],"date-time":"2016-08-30T17:14:03Z","timestamp":1472577243000},"page":"307-316","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":160,"title":["Forecasting blast-induced ground vibration developing a CART model"],"prefix":"10.1007","volume":"33","author":[{"given":"Mahdi","family":"Hasanipanah","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Roohollah Shirani","family":"Faradonbeh","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hassan Bakhshandeh","family":"Amnieh","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Danial Jahed","family":"Armaghani","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Masoud","family":"Monjezi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2016,8,30]]},"reference":[{"key":"475_CR1","volume-title":"Engineering rock blasting operations","author":"S Bhandari","year":"1997","unstructured":"Bhandari S (1997) Engineering rock blasting operations. AA Balkema, Rotterdam"},{"issue":"3","key":"475_CR2","doi-asserted-by":"crossref","first-page":"259","DOI":"10.1080\/19475705.2010.488352","volume":"1","author":"TN Singh","year":"2010","unstructured":"Singh TN, Verma AK (2010) Sensitivity of total charge and maximum charge per delay on ground vibration. Geomat Nat Hazards Risk 1(3):259\u2013272","journal-title":"Geomat Nat Hazards Risk"},{"key":"475_CR3","doi-asserted-by":"crossref","first-page":"163","DOI":"10.1016\/j.ijrmms.2012.03.011","volume":"52","author":"E Ghasemi","year":"2012","unstructured":"Ghasemi E, Sari M, Ataei M (2012) Development of an empirical model for predicting the effects of controllable blasting parameters on flyrock distance in surface mines. Int J Rock Mech Min Sci 52:163\u2013170","journal-title":"Int J Rock Mech Min Sci"},{"key":"475_CR4","doi-asserted-by":"crossref","first-page":"1101","DOI":"10.1007\/s00521-012-1038-7","volume":"23","author":"M Monjezi","year":"2013","unstructured":"Monjezi M, Ahmadi Z, Yazdian Varjani A, Khandelwal M (2013) Backbreak prediction in the Chadormalu iron mine using artificial neural network. Neural Comput Appl 23:1101\u20131107","journal-title":"Neural Comput Appl"},{"key":"475_CR5","doi-asserted-by":"crossref","first-page":"341","DOI":"10.1007\/s00521-012-0845-1","volume":"22","author":"AK Verma","year":"2013","unstructured":"Verma AK, Singh TN (2013) Comparative study of cognitive systems for ground vibration measurements. Neural Comput Appl 22:341\u20131643","journal-title":"Neural Comput Appl"},{"key":"475_CR6","doi-asserted-by":"publisher","DOI":"10.1007\/s10706-015-9869-5","author":"R Trivedi","year":"2015","unstructured":"Trivedi R, Singh TN, Gupta N (2015) Prediction of blast-induced flyrock in opencast mines using ANN and ANFIS. Geotech Geol Eng. doi: 10.1007\/s10706-015-9869-5","journal-title":"Geotech Geol Eng"},{"key":"475_CR7","doi-asserted-by":"crossref","first-page":"289","DOI":"10.1016\/j.measurement.2015.07.019","volume":"75","author":"M Hasanipanah","year":"2015","unstructured":"Hasanipanah M, Monjezi M, Shahnazar A, Jahed Armaghani D, Farazmand A (2015) Feasibility of indirect determination of blast induced ground vibration based on support vector machine. Measurement 75:289\u2013297","journal-title":"Measurement"},{"key":"475_CR8","doi-asserted-by":"publisher","DOI":"10.1007\/s00366-015-0408-z","author":"D Jahed Armaghani","year":"2015","unstructured":"Jahed Armaghani D, Hasanipanah M, Mohamad ET (2015) A combination of the ICA-ANN model to predict air overpressure resulting from blasting. Eng Comput. doi: 10.1007\/s00366-015-0408-z","journal-title":"Eng Comput"},{"key":"475_CR9","doi-asserted-by":"publisher","DOI":"10.1007\/s00366-015-0425-y","author":"M Hasanipanah","year":"2015","unstructured":"Hasanipanah M, Jahed Armaghani D, Khamesi H, Bakhshandeh Amnieh H, Ghoraba S (2015) Several non-linear models in estimating air-overpressure resulting from mine blasting. Eng Comput. doi: 10.1007\/s00366-015-0425-y","journal-title":"Eng Comput"},{"key":"475_CR10","doi-asserted-by":"crossref","first-page":"711","DOI":"10.1016\/j.jsv.2005.02.044","volume":"289","author":"M Khandelwal","year":"2006","unstructured":"Khandelwal M, Singh TN (2006) Prediction of blast induced ground vibrations and frequency in opencast mine-a neural network approach. J Sound Vib 289:711\u2013725","journal-title":"J Sound Vib"},{"key":"475_CR11","doi-asserted-by":"crossref","first-page":"116","DOI":"10.1016\/j.soildyn.2006.06.004","volume":"27","author":"M Khandelwal","year":"2007","unstructured":"Khandelwal M, Singh TN (2007) Evaluation of blast-induced ground vibration predictors. Soil Dynamic Earthq Eng 27:116\u2013125","journal-title":"Soil Dynamic Earthq Eng"},{"issue":"4","key":"475_CR12","doi-asserted-by":"crossref","first-page":"2799","DOI":"10.1007\/s12665-015-4274-1","volume":"74","author":"M Hajihassani","year":"2015","unstructured":"Hajihassani M, Jahed Armaghani D, Monjezi M, Tonnizam Mohamad E, Marto A (2015) Blast-induced air and ground vibration prediction: a particle swarm optimization-based artificial neural network approach. Environ Earth Sci 74(4):2799\u20132817","journal-title":"Environ Earth Sci"},{"key":"475_CR13","doi-asserted-by":"crossref","first-page":"405","DOI":"10.1016\/j.soildyn.2007.06.013","volume":"28","author":"C Kuzu","year":"2008","unstructured":"Kuzu C (2008) The importance of site-specific characters in prediction models for blast-induced ground vibrations. Soil Dyn Earthq Eng 28:405\u2013414","journal-title":"Soil Dyn Earthq Eng"},{"issue":"2","key":"475_CR14","doi-asserted-by":"crossref","first-page":"117","DOI":"10.1007\/s00366-009-0157-y","volume":"27","author":"M Khandelwal","year":"2011","unstructured":"Khandelwal M, Kumar DL, Yellishetty M (2011) Application of soft computing to predict blast-induced ground vibration. Eng Comput 27(2):117\u2013125","journal-title":"Eng Comput"},{"key":"475_CR15","doi-asserted-by":"publisher","DOI":"10.1007\/s00366-016-0463-0","author":"N Fouladgar","year":"2016","unstructured":"Fouladgar N, Hasanipanah M, Bakhshandeh Amnieh H (2016) Application of cuckoo search algorithm to estimate peak particle velocity in mine blasting. Eng Comput. doi: 10.1007\/s00366-016-0463-0","journal-title":"Eng Comput"},{"key":"475_CR16","doi-asserted-by":"crossref","first-page":"249","DOI":"10.1007\/s10706-004-7068-x","volume":"23","author":"TN Singh","year":"2005","unstructured":"Singh TN, Singh V (2005) An intelligent approach to prediction and control ground vibration in mines. Geotech Geolog Eng 23:249\u2013262","journal-title":"Geotech Geolog Eng"},{"key":"475_CR17","doi-asserted-by":"crossref","first-page":"1214","DOI":"10.1016\/j.ijrmms.2009.03.004","volume":"46","author":"M Khandelwal","year":"2009","unstructured":"Khandelwal M, Singh TN (2009) Prediction of blast-induced ground vibration using artificial neural network. Int J Rock Mech Min Sci 46:1214\u20131222","journal-title":"Int J Rock Mech Min Sci"},{"key":"475_CR18","doi-asserted-by":"crossref","first-page":"1637","DOI":"10.1007\/s00521-012-0856-y","volume":"22","author":"M Monjezi","year":"2013","unstructured":"Monjezi M, Hasanipanah M, Khandelwal M (2013) Evaluation and prediction of blast-induced ground vibration at Shur River Dam, Iran, by artificial neural network. Neural Comput Appl 22:1637\u20131643","journal-title":"Neural Comput Appl"},{"key":"475_CR19","volume-title":"The modern technique of rock blasting","author":"U Langefors","year":"1963","unstructured":"Langefors U, Kihlstrom B (1963) The modern technique of rock blasting. Wiley, New York"},{"key":"475_CR20","volume-title":"Dynamic behavior of rock masses: rock mechanics in engineering practices","author":"NR Ambraseys","year":"1968","unstructured":"Ambraseys NR, Hendron AJ (1968) Dynamic behavior of rock masses: rock mechanics in engineering practices. Wiley, London"},{"key":"475_CR21","first-page":"288","volume-title":"Blast vibration monitoring and control","author":"CH Dowding","year":"1985","unstructured":"Dowding CH (1985) Blast vibration monitoring and control. Prentice-Hall, Englewoods Cliffs, pp 288\u2013290"},{"issue":"3","key":"475_CR22","first-page":"178","volume":"11","author":"R Rai","year":"2004","unstructured":"Rai R, Singh TN (2004) A new predictor for ground vibration prediction and its comparison with other predictors. Indian J Eng Mater Sci 11(3):178\u2013184","journal-title":"Indian J Eng Mater Sci"},{"issue":"3","key":"475_CR23","first-page":"1","volume":"9","author":"AK Jayraj Singh","year":"2016","unstructured":"Jayraj Singh AK, Verma Haider Banka, Singh TN, Maheshwar Sachin (2016) A study of soft computing models for prediction of longitudinal wave velocity. Arab J Geosci 9(3):1\u201311","journal-title":"Arab J Geosci"},{"key":"475_CR24","doi-asserted-by":"crossref","first-page":"97","DOI":"10.1007\/s00254-007-1143-6","volume":"56","author":"M Iphar","year":"2008","unstructured":"Iphar M, Yavuz M, Ak Hakan (2008) Prediction of ground vibrations resulting from the blasting operations in an open-pit mine by adaptive neuro-fuzzy inference system. Environ Geol 56:97\u2013107","journal-title":"Environ Geol"},{"issue":"Suppl 1","key":"475_CR25","doi-asserted-by":"crossref","first-page":"S341","DOI":"10.1007\/s00521-012-0845-1","volume":"22","author":"AK Verma","year":"2013","unstructured":"Verma AK, Singh TN (2013) Comparative study of cognitive systems for ground vibration measurements. Neural Comput Appl 22(Suppl 1):S341\u2013S350","journal-title":"Neural Comput Appl"},{"key":"475_CR26","doi-asserted-by":"publisher","DOI":"10.1007\/s10064-014-0657-x","author":"M Hajihassani","year":"2014","unstructured":"Hajihassani M, Jahed Armaghani D, Marto A, Tonnizam Mohamad E (2014) Ground vibration prediction in quarry blasting through an artificial neural network optimized by imperialist competitive algorithm. Bull Eng Geol Environ. doi: 10.1007\/s10064-014-0657-x","journal-title":"Bull Eng Geol Environ"},{"key":"475_CR27","volume-title":"Classification and regression Trees","author":"L Breiman","year":"1984","unstructured":"Breiman L, Friedman J, Olshen R, Stone CJ (1984) Classification and regression Trees. Wadsworth, Belmont"},{"key":"475_CR28","doi-asserted-by":"crossref","first-page":"51","DOI":"10.1016\/j.enggeo.2008.02.003","volume":"99","author":"B Tiryaki","year":"2008","unstructured":"Tiryaki B (2008) Predicting intact rock strength for mechanical excavation using multivariate statistics, artificial neural networks, and regression trees. Eng Geol 99:51\u201360","journal-title":"Eng Geol"},{"key":"475_CR29","doi-asserted-by":"crossref","first-page":"198","DOI":"10.1016\/j.cageo.2014.09.007","volume":"73","author":"R Coimbra","year":"2014","unstructured":"Coimbra R et al (2014) Regression trees for modeling geochemical data\u2014an application to Late Jurassic carbonates (Ammonitico Rosso). Comput Geosci 73:198\u2013207","journal-title":"Comput Geosci"},{"key":"475_CR30","doi-asserted-by":"crossref","first-page":"112","DOI":"10.1016\/j.compag.2016.01.026","volume":"122","author":"O Kisi","year":"2016","unstructured":"Kisi O et al (2016) Daily pan evaporation modeling using Chi squared automatic interaction detector, neural networks, classification and regression tree. Comput Electron Agric 122:112\u2013117","journal-title":"Comput Electron Agric"},{"key":"475_CR31","unstructured":"Therneau TM, Atkinson EJ (1997) An introduction to recursive partitioning using the RPART routines. Technical report 61. Rochester: Section of Biostatistics, Mayo Clinic, http:\/\/www.mayo.edu\/hsr\/techrpt\/61.pdf"},{"key":"475_CR32","unstructured":"Therneau TM, Atkinson B, Ripley MB (2012) Package \u2018rpart\u2019"},{"key":"475_CR33","doi-asserted-by":"crossref","first-page":"129","DOI":"10.1016\/j.apgeog.2013.02.004","volume":"40","author":"AM Tomczyk","year":"2013","unstructured":"Tomczyk AM, Ewertowski M (2013) Planning of recreational trails in protected areas: Application of regression tree analysis and geographic information systems. Appl Geogr 40:129\u2013139","journal-title":"Appl Geogr"},{"key":"475_CR34","volume-title":"Applying neural networks: a practical guide","author":"K Swingler","year":"1996","unstructured":"Swingler K (1996) Applying neural networks: a practical guide. Academic Press, New York"},{"key":"475_CR35","unstructured":"Duvall WI, Petkof B (1959) Spherical propagation of explosion generated strain pulses in rock. US Bureau of Mines Report of Investigation 5483"},{"key":"475_CR36","first-page":"553","volume":"217","author":"B Davies","year":"1964","unstructured":"Davies B, Farmer IW, Attewell PB (1964) Ground vibrations from shallow sub-surface blasts. Engineer 217:553\u2013559","journal-title":"Engineer"},{"key":"475_CR37","unstructured":"Ghosh A, Daemen JK (1983) A simple new blast vibration predictor. In: Proceedings of the 24th US symposium on rock mechanics, Texas, USA, pp 151\u2013161"},{"key":"475_CR38","unstructured":"Gupta RN, Roy P, Singh B (1987) on a blast induced blast vibration predictor for efficient blasting. In: Proceedings of the 22nd international conference on safety in Mines Research Institute, Beijing, China, pp 1015\u20131021"},{"key":"475_CR39","doi-asserted-by":"crossref","first-page":"808","DOI":"10.1007\/s12665-016-5503-y","volume":"75","author":"M Hasanipanah","year":"2016","unstructured":"Hasanipanah M, Jahed Armaghani D, Monjezi M, Shams S (2016) Risk assessment and prediction of rock fragmentation produced by blasting operation: a rock engineering system. Environ Earth Sci 75:808","journal-title":"Environ Earth Sci"},{"key":"475_CR40","doi-asserted-by":"publisher","DOI":"10.1007\/s00366-016-0462-1","author":"M Hasanipanah","year":"2016","unstructured":"Hasanipanah M, Naderi R, Kashir J, Noorani SA, Zeynali Aaq Qaleh A (2016) Prediction of blast-produced ground vibration using particle swarm optimization. Eng Comput. doi: 10.1007\/s00366-016-0462-1","journal-title":"Eng Comput"},{"key":"475_CR41","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-016-2434-1","author":"M Hasanipanah","year":"2016","unstructured":"Hasanipanah M, Jahed Armaghani D, Bakhshandeh Amnieh H, Abd Majid MZ, Tahir MMD (2016) Application of PSO to develop a powerful equation for prediction of flyrock due to blasting. Neural Comput Appl. doi: 10.1007\/s00521-016-2434-1","journal-title":"Neural Comput Appl"},{"key":"475_CR42","doi-asserted-by":"publisher","DOI":"10.1007\/s00603-016-1015-z","author":"D Jahed Armaghani","year":"2016","unstructured":"Jahed Armaghani D, Mahdiyar A, Hasanipanah M, Shirani Faradonbeh R, Khandelwal M, Bakhshandeh Amnieh H (2016) Risk assessment and prediction of flyrock distance by combined multiple regression analysis and monte carlo simulation of quarry blasting. Rock Mech Rock Eng. doi: 10.1007\/s00603-016-1015-z","journal-title":"Rock Mech Rock Eng"},{"key":"475_CR43","doi-asserted-by":"crossref","first-page":"799","DOI":"10.1007\/s00603-013-0415-6","volume":"47","author":"I Enayatollahi","year":"2014","unstructured":"Enayatollahi I, Aghajani Bazzazi A, Asadi A (2014) Comparison between neural networks and multiple regression analysis to predict rock fragmentation in open-pit mines. Rock Mech Rock Eng 47:799\u2013807","journal-title":"Rock Mech Rock Eng"},{"key":"475_CR44","volume-title":"SPSS for Windows (Version 16.0)","author":"SPSS Inc","year":"2007","unstructured":"SPSS Inc (2007) SPSS for Windows (Version 16.0). SPSS Inc, Chicago"},{"key":"475_CR45","doi-asserted-by":"crossref","first-page":"141","DOI":"10.1016\/j.enggeo.2007.10.009","volume":"96","author":"K Zorlu","year":"2008","unstructured":"Zorlu K, Gokceoglu C, Ocakoglu F, Nefeslioglu HA, Acikalin S (2008) Prediction of uniaxial compressive strength of sandstones using petrography-based models. Eng Geol 96:141\u2013158","journal-title":"Eng Geol"}],"container-title":["Engineering with Computers"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00366-016-0475-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00366-016-0475-9\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00366-016-0475-9","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00366-016-0475-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,13]],"date-time":"2019-09-13T02:35:32Z","timestamp":1568342132000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00366-016-0475-9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,8,30]]},"references-count":45,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2017,4]]}},"alternative-id":["475"],"URL":"https:\/\/doi.org\/10.1007\/s00366-016-0475-9","relation":{},"ISSN":["0177-0667","1435-5663"],"issn-type":[{"value":"0177-0667","type":"print"},{"value":"1435-5663","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,8,30]]}}}