{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,13]],"date-time":"2026-03-13T00:54:03Z","timestamp":1773363243001,"version":"3.50.1"},"reference-count":27,"publisher":"Springer Science and Business Media LLC","issue":"25","license":[{"start":{"date-parts":[[2024,1,20]],"date-time":"2024-01-20T00:00:00Z","timestamp":1705708800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,1,20]],"date-time":"2024-01-20T00:00:00Z","timestamp":1705708800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"DOI":"10.13039\/501100001409","name":"Department of Science and Technology, Ministry of Science and Technology","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100001409","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Multimed Tools Appl"],"DOI":"10.1007\/s11042-023-17799-0","type":"journal-article","created":{"date-parts":[[2024,1,20]],"date-time":"2024-01-20T04:39:27Z","timestamp":1705725567000},"page":"65913-65928","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Analysis of heavy metal concentrations in soil using Kriging technique using remote sensing data"],"prefix":"10.1007","volume":"83","author":[{"given":"G. Wiselin","family":"Jiji","sequence":"first","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2024,1,20]]},"reference":[{"key":"17799_CR1","doi-asserted-by":"publisher","first-page":"481","DOI":"10.1016\/S0160-4120(02)00070-3","volume":"28","author":"RK Yadav","year":"2002","unstructured":"Yadav RK, Goyal B, Sharma RK, Dubey SK, Minhas PS (2002) Post-irrigation impact of domestic sewage effluent on composition of soils, crops and ground water-a case study. Environ Int 28:481","journal-title":"Environ Int"},{"key":"17799_CR2","doi-asserted-by":"publisher","first-page":"785","DOI":"10.1016\/j.envint.2004.01.003","volume":"30","author":"YJ Cui","year":"2004","unstructured":"Cui YJ, Zhu YG, Zhai RH, Chen DY, Huang YZ, Qiu Y, Liang JZ (2004) Transfer of metals from soil to vegetables in an area near a smelter in Nanning, China. Environ Int 30:785","journal-title":"Environ Int"},{"key":"17799_CR3","doi-asserted-by":"publisher","first-page":"45","DOI":"10.1016\/j.scitotenv.2005.03.024","volume":"356","author":"CS Lee","year":"2006","unstructured":"Lee CS, Li XD, Shi WZ, Cheung SC, Thornton L (2006) Metal contamination in urban, suburban, and country park soils of Hong Kong: A study based on GIS and multivariate statistics. Sci Total Environ 356:45","journal-title":"Sci Total Environ"},{"key":"17799_CR4","doi-asserted-by":"publisher","first-page":"101","DOI":"10.1007\/s11270-006-2027-1","volume":"169","author":"AG Kachenko","year":"2006","unstructured":"Kachenko AG, Singh B (2006) Heavy metals contamination in vegetables grown in urban and metal smelter contaminated sites in Australia. Water Air Soil Poll 169:101","journal-title":"Water Air Soil Poll"},{"key":"17799_CR5","doi-asserted-by":"publisher","first-page":"83","DOI":"10.1007\/s10661-008-0659-x","volume":"160","author":"Z Atafar","year":"2010","unstructured":"Atafar Z, Mesdaghinia A, Nouri J, Homaee M, Yunesian M, Ahmadimoghaddam M, Mahvi AH (2010) Effect of fertilizer application on soil heavy metal concentration. Environ Monit Assess 160:83","journal-title":"Environ Monit Assess"},{"key":"17799_CR6","doi-asserted-by":"publisher","first-page":"585","DOI":"10.1080\/15320380701623644","volume":"16","author":"ML Svendsen","year":"2007","unstructured":"Svendsen ML, Steinnes E, Blom HA (2007) Vertical and horizontal distributions of Zn, Cd, Pb, Cu and Hg in uncultivated soil in the vicinity of a Zinc smelter at Odd, Norway. Soil Sediment Contam 16:585","journal-title":"Soil Sediment Contam"},{"issue":"1","key":"17799_CR7","doi-asserted-by":"publisher","first-page":"1230359","DOI":"10.1080\/23312009.2016.1230359","volume":"2","author":"M Lamsayah","year":"2016","unstructured":"Lamsayah M, Khoutoul M, Takfaoui A, Touzani R (2016) High liquid\u2013liquid extraction selectivity of Fe (II) and Pb (II) with TD-DFT theoretical calculations of long chain acid pyrazole-and triazole-based ligands. Cogent Chem 2(1):1230359","journal-title":"Cogent Chem"},{"issue":"3","key":"17799_CR8","first-page":"173","volume":"4","author":"MM Magu","year":"2016","unstructured":"Magu MM, Keriko JM, Kareru PG, Chege CW (2016) \u201eBurdens\u201f of selected heavy metals in common fish species from specific Kenyan freshwaters. Int J Fish Aquat Studies 4(3):173\u2013179","journal-title":"Int J Fish Aquat Studies"},{"key":"17799_CR9","doi-asserted-by":"publisher","first-page":"205","DOI":"10.1002\/jpln.200421685","volume":"169","author":"AR Usman","year":"2006","unstructured":"Usman AR, Kuzy Y, Lorenz K, Stahr K (2006) Remediation of a soil contaminated with heavy metals by immobilizing compounds. J Plant Nutr Soil Sci 169:205","journal-title":"J Plant Nutr Soil Sci"},{"key":"17799_CR10","doi-asserted-by":"publisher","unstructured":"Yalcin MG, Narin I, Soylak M (2006) Heavy metal contents of the Karasu Creek Sediments, Nigde, Turkey. Environ Monit Assess. https:\/\/doi.org\/10.1007\/s10661-006-9318-2. [in press]","DOI":"10.1007\/s10661-006-9318-2"},{"key":"17799_CR11","doi-asserted-by":"publisher","first-page":"25","DOI":"10.1111\/j.1440-1770.2004.00231.x","volume":"9","author":"F Ul Rich","year":"2004","unstructured":"Ul Rich F (2004) Sediment dynamics and pollutant mobility in rivers: An interdisciplinary approach. Lakes Reserv Res Manag 9:25","journal-title":"Lakes Reserv Res Manag"},{"key":"17799_CR12","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1046\/j.1440-1770.2003.00212.x","volume":"8","author":"J Mwamburi","year":"2003","unstructured":"Mwamburi J (2003) Variations in trace elements in bottom sediments of major rivers in Lake Victoria\u2019s basin, Kenya. Lakes Reserv: Res Manag 8:5","journal-title":"Lakes Reserv: Res Manag"},{"key":"17799_CR13","unstructured":"Guo Y-B, Hong F, Chong C, Chong-Jian J, Fan X, Ying L (2013) \u201cHeavy metal concentrations in soil and agricultural products near an industrial district.\u201d Pol J Environ Stud 22(5)"},{"issue":"13\u201314","key":"17799_CR14","doi-asserted-by":"publisher","first-page":"1867","DOI":"10.1080\/00103629909370338","volume":"30","author":"S Fernandez","year":"1999","unstructured":"Fernandez S, Seoane S, Merino A (1999) Plant heavy metal concentrations and soil biological properties in agricultural serpentine soils. Commun Soil Sci Plant Anal 30(13\u201314):1867\u20131884","journal-title":"Commun Soil Sci Plant Anal"},{"key":"17799_CR15","unstructured":"Tumuklu A, Yalcin MG, Sonmez\u00a0M (2007)\u00a0\u201cDetection of heavy metal concentrations in soil caused by nigde city garbage dump.\u201d Pol J Environ Stud 16(4)"},{"issue":"9","key":"17799_CR16","doi-asserted-by":"publisher","first-page":"3209","DOI":"10.3390\/ijerph9093209","volume":"9","author":"X Yan","year":"2012","unstructured":"Yan X, Zhang F, Zeng C, Zhang M, Devkota LP, Yao T (2012) Relationship between heavy metal concentrations in soils and grasses of roadside farmland in Nepal. Int J Environ Res Public Health 9(9):3209\u20133226","journal-title":"Int J Environ Res Public Health"},{"issue":"3","key":"17799_CR17","doi-asserted-by":"publisher","first-page":"762","DOI":"10.3390\/ijerph10030762","volume":"10","author":"X Yan","year":"2013","unstructured":"Yan X, Gao D, Zhang F, Zeng C, Xiang W, Zhang M (2013) Relationships between heavy metal concentrations in roadside topsoil and distance to road edge based on field observations in the Qinghai-Tibet Plateau, China. Int J Environ Res Public Health 10(3):762\u2013775","journal-title":"Int J Environ Res Public Health"},{"issue":"3","key":"17799_CR18","doi-asserted-by":"publisher","first-page":"129","DOI":"10.1007\/s12665-017-6449-4","volume":"76","author":"M Gabarr\u00f3n","year":"2017","unstructured":"Gabarr\u00f3n M, Faz A, Acosta JA (2017) Effect of different industrial activities on heavy metal concentrations and chemical distribution in topsoil and road dust. Environ Earth Sci 76(3):129","journal-title":"Environ Earth Sci"},{"issue":"5","key":"17799_CR19","first-page":"089","volume":"2","author":"EA Oluyemi","year":"2008","unstructured":"Oluyemi EA, Feuyit G, Oyekunle JAO, Ogunfowokan AO (2008) Seasonal variations in heavy metal concentrations in soil and some selected crops at a landfill in Nigeria. Afr J Environ Sci Technol 2(5):089\u2013096","journal-title":"Afr J Environ Sci Technol"},{"issue":"4","key":"17799_CR20","doi-asserted-by":"publisher","first-page":"2413","DOI":"10.3390\/s8042413","volume":"8","author":"MC Jung","year":"2008","unstructured":"Jung MC (2008) Heavy metal concentrations in soils and factors affecting metal uptake by plants in the vicinity of a Korean Cu-W mine. Sensors 8(4):2413\u20132423","journal-title":"Sensors"},{"key":"17799_CR21","doi-asserted-by":"crossref","unstructured":"Song Q, Salma J, Imran HS, Ziqi Z, Xingmei L, Brookes PC (2016)\u00a0\u201cSpatio-temporal variability of heavy metal concentrations in soil-rice system and its socio-environmental analysis.\u201d Int J Agric Biol 18(2):403\u2013411","DOI":"10.17957\/IJAB\/15.0103"},{"issue":"11","key":"17799_CR22","doi-asserted-by":"publisher","first-page":"2871","DOI":"10.3390\/agronomy12112871","volume":"12","author":"RA El Behairy","year":"2022","unstructured":"El Behairy RA, El Baroudy SS, Ibrahim MM, Mohamed ES, Rebouh NY, Shokr MS (2022) Combination of GIS and multivariate analysis to assess the soil heavy metal contamination in some arid zones. Agronomy 12(11):2871","journal-title":"Agronomy"},{"key":"17799_CR23","doi-asserted-by":"publisher","first-page":"330","DOI":"10.1016\/j.wasman.2021.11.036","volume":"139","author":"S Wang","year":"2022","unstructured":"Wang S, Han Z, Wang J, He X, Zhou Z, Xinran Hu (2022) Environmental risk assessment and factors influencing heavy metal concentrations in the soil of municipal solid waste landfills. Waste Manage 139:330\u2013340","journal-title":"Waste Manage"},{"issue":"4","key":"17799_CR24","doi-asserted-by":"publisher","first-page":"2077","DOI":"10.1007\/s12145-021-00678-3","volume":"14","author":"GW Jiji","year":"2021","unstructured":"Jiji GW (2021) A study on the analysis of heavy metal concentration using spectral mixture modelling approach and regression in Tirupur, India. Earth Sci Inform 14(4):2077\u20132086","journal-title":"Earth Sci Inform"},{"key":"17799_CR25","doi-asserted-by":"publisher","first-page":"101294","DOI":"10.1016\/j.jup.2021.101294","volume":"73","author":"G-F Fan","year":"2021","unstructured":"Fan G-F, Meng Yu, Dong S-Q, Yeh Y-H, Hong W-C (2021) Forecasting short-term electricity load using hybrid support vector regression with grey catastrophe and random forest modeling. Util Policy 73:101294","journal-title":"Util Policy"},{"key":"17799_CR26","doi-asserted-by":"publisher","first-page":"105899","DOI":"10.1016\/j.engappai.2023.105899","volume":"120","author":"Y Akkem","year":"2023","unstructured":"Akkem Y, Biswas SK, Varanasi A (2023) Smart farming using artificial intelligence: A review. Eng Appl Artif Intell 120:105899","journal-title":"Eng Appl Artif Intell"},{"key":"17799_CR27","doi-asserted-by":"crossref","unstructured":"Akkem Y, Saroj KB, Aruna V (2023) \u201cSmart farming monitoring using ML and MLOps.\u201d In: International Conference On Innovative Computing And Communication, pp 665-675. Singapore, Springer Nature Singapore","DOI":"10.1007\/978-981-99-3315-0_51"}],"container-title":["Multimedia Tools and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-023-17799-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11042-023-17799-0\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-023-17799-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,9]],"date-time":"2024-07-09T10:14:03Z","timestamp":1720520043000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11042-023-17799-0"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,1,20]]},"references-count":27,"journal-issue":{"issue":"25","published-online":{"date-parts":[[2024,7]]}},"alternative-id":["17799"],"URL":"https:\/\/doi.org\/10.1007\/s11042-023-17799-0","relation":{},"ISSN":["1573-7721"],"issn-type":[{"value":"1573-7721","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,1,20]]},"assertion":[{"value":"19 January 2022","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"27 November 2023","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"3 December 2023","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"20 January 2024","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"No conflicts of interest to disclose.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflicts of interest\/Competing interests"}}]}}