Pub Date : 2021-11-11DOI: 10.1007/978-981-16-6210-2_16
Nancy Kansal, B. Bhushan, Shubham Sharma
{"title":"Architecture, Security Vulnerabilities, and the Proposed Countermeasures in Agriculture-Internet-of-Things (AIoT) Systems","authors":"Nancy Kansal, B. Bhushan, Shubham Sharma","doi":"10.1007/978-981-16-6210-2_16","DOIUrl":"https://doi.org/10.1007/978-981-16-6210-2_16","url":null,"abstract":"","PeriodicalId":22025,"journal":{"name":"Studies in Big Data","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78128017","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-10-12DOI: 10.1007/978-981-16-5847-1_11
G. Krishna, Ç. Biradar
{"title":"Geo-Big Data in Digital Augmentation and Accelerating Sustainable Agroecosystems","authors":"G. Krishna, Ç. Biradar","doi":"10.1007/978-981-16-5847-1_11","DOIUrl":"https://doi.org/10.1007/978-981-16-5847-1_11","url":null,"abstract":"","PeriodicalId":22025,"journal":{"name":"Studies in Big Data","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-10-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74304588","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-10-12DOI: 10.1007/978-981-16-5847-1_3
Srikrishnan Divakaran
{"title":"Data Science: Principles and Concepts in Modeling Decision Trees","authors":"Srikrishnan Divakaran","doi":"10.1007/978-981-16-5847-1_3","DOIUrl":"https://doi.org/10.1007/978-981-16-5847-1_3","url":null,"abstract":"","PeriodicalId":22025,"journal":{"name":"Studies in Big Data","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-10-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91300553","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-10-12DOI: 10.1007/978-981-16-5847-1_8
P. Panjala, M. Gumma, P. Teluguntla
{"title":"Machine Learning Approaches and Sentinel-2 Data in Crop Type Mapping","authors":"P. Panjala, M. Gumma, P. Teluguntla","doi":"10.1007/978-981-16-5847-1_8","DOIUrl":"https://doi.org/10.1007/978-981-16-5847-1_8","url":null,"abstract":"","PeriodicalId":22025,"journal":{"name":"Studies in Big Data","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-10-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73854485","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-10-12DOI: 10.1007/978-981-16-5847-1_13
N. Kumar, G. Reddy, M. Nagaraju, R. Naitam
{"title":"Remote Sensing and Machine Learning for Identification of Salt-affected Soils","authors":"N. Kumar, G. Reddy, M. Nagaraju, R. Naitam","doi":"10.1007/978-981-16-5847-1_13","DOIUrl":"https://doi.org/10.1007/978-981-16-5847-1_13","url":null,"abstract":"","PeriodicalId":22025,"journal":{"name":"Studies in Big Data","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-10-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83089377","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-10-12DOI: 10.1007/978-981-16-5847-1_10
G. P. Reddy, Deva Arun Kumar Karuppiah
{"title":"Machine Learning Algorithms for Optical Remote Sensing Data Classification and Analysis","authors":"G. P. Reddy, Deva Arun Kumar Karuppiah","doi":"10.1007/978-981-16-5847-1_10","DOIUrl":"https://doi.org/10.1007/978-981-16-5847-1_10","url":null,"abstract":"","PeriodicalId":22025,"journal":{"name":"Studies in Big Data","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-10-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78595805","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-10-12DOI: 10.1007/978-981-16-5847-1_4
Ratnik Gandhi
{"title":"Deep Reinforcement Learning for Agriculture: Principles and Use Cases","authors":"Ratnik Gandhi","doi":"10.1007/978-981-16-5847-1_4","DOIUrl":"https://doi.org/10.1007/978-981-16-5847-1_4","url":null,"abstract":"","PeriodicalId":22025,"journal":{"name":"Studies in Big Data","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-10-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91240749","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-10-12DOI: 10.1007/978-981-16-5847-1_7
J. P. Kumar, Dimple Singhania, Sanket Patel, M. Dakwala
{"title":"Crop Classification for Precision Farming Using Machine Learning Algorithms and Sentinel-2 Data","authors":"J. P. Kumar, Dimple Singhania, Sanket Patel, M. Dakwala","doi":"10.1007/978-981-16-5847-1_7","DOIUrl":"https://doi.org/10.1007/978-981-16-5847-1_7","url":null,"abstract":"","PeriodicalId":22025,"journal":{"name":"Studies in Big Data","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-10-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84179533","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-10-12DOI: 10.1007/978-981-16-5847-1_12
K. Sweta, S. Dharumarajan, Amar Suputhra, M. Lalitha, R. Vasundhara, B. Kalaiselvi, B. Kumar, A. Sathish, R. Hegde
{"title":"Transforming Soil Paradigms with Machine Learning","authors":"K. Sweta, S. Dharumarajan, Amar Suputhra, M. Lalitha, R. Vasundhara, B. Kalaiselvi, B. Kumar, A. Sathish, R. Hegde","doi":"10.1007/978-981-16-5847-1_12","DOIUrl":"https://doi.org/10.1007/978-981-16-5847-1_12","url":null,"abstract":"","PeriodicalId":22025,"journal":{"name":"Studies in Big Data","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-10-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86101720","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-10-12DOI: 10.1007/978-981-16-5847-1_14
G. Reddy
{"title":"Geoportal Platforms for Sustainable Management of Natural Resources","authors":"G. Reddy","doi":"10.1007/978-981-16-5847-1_14","DOIUrl":"https://doi.org/10.1007/978-981-16-5847-1_14","url":null,"abstract":"","PeriodicalId":22025,"journal":{"name":"Studies in Big Data","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-10-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81343792","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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