A study of Rainfall over India Using Data Mining

被引:0
|
作者
Chowdari, K. K. [1 ]
Girisha, R. [2 ]
Gouda, K. C. [3 ]
机构
[1] BGS Inst Technol, Dept Comp Sci & Engn, Bellur Cross, Karnataka, India
[2] PES Coll Engn, Dept Comp Sci & Engn, Mandya, Karnataka, India
[3] CSIR CMMACS, Bangalore, Karnataka, India
来源
2015 INTERNATIONAL CONFERENCE ON EMERGING RESEARCH IN ELECTRONICS, COMPUTER SCIENCE AND TECHNOLOGY (ICERECT) | 2015年
关键词
Data Mining; weather and climate; spatio-temporal techniques; Clustering and Classification;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The data mining techniques are employed for efficient and real time analysis of Weather and Climate data. The main goal of studies on Climate is that users e.g. farmers, Scientist, decision & policy maker etc., from different industries e.g. Agriculture, Scientific, Aerospace etc., is required to understand the importance of various changes in weather and climate parameters like rainfall, humidity, temperature etc. Data unearthing from different sources both in temporal and spatial domains is critical for climate studies and also its impact on different verticals like health, water, energy etc. However, with the advancement in technology and availability of global Geo-graphical data, provides the data miners a new opportunities all together. This paper provides a better understanding of the weather and climate data using spatial - temporal mining. In the present work the development of novel algorithms to study the different mining techniques for weather and climate change studies will be carried out with the several case studies like rainfall analysis and simulation, cyclone analysis and simulation and temperature analysis and simulation etc.
引用
收藏
页码:44 / 47
页数:4
相关论文
共 50 条
  • [41] Survey on using constraints in data mining
    Valerio Grossi
    Andrea Romei
    Franco Turini
    Data Mining and Knowledge Discovery, 2017, 31 : 424 - 464
  • [42] Using databases and data mining in vaccinology
    Davies, Matthew N.
    Guan, Pingping
    Blythe, Martin J.
    Salomon, Jesper
    Toseland, Christopher P.
    Hattotuwagama, Channa
    Walshe, Valerie
    Doytchinova, Irini A.
    Flower, Darren R.
    EXPERT OPINION ON DRUG DISCOVERY, 2007, 2 (01) : 19 - 35
  • [43] Data mining using neural networks
    Dillon, TS
    Wang, DH
    Chang, E
    ENGINEERING INTELLIGENT SYSTEMS FOR ELECTRICAL ENGINEERING AND COMMUNICATIONS, 2001, 9 (04): : 187 - 194
  • [44] Survey on using constraints in data mining
    Grossi, Valerio
    Romei, Andrea
    Turini, Franco
    DATA MINING AND KNOWLEDGE DISCOVERY, 2017, 31 (02) : 424 - 464
  • [45] Academic Libraries Data Analysis Using Data Mining
    Shi, Yuqing
    Zhu, Yuelong
    Su, Jinghong
    Zhu, Lanfang
    Wu, Dongmin
    Lin, Chen
    PROCEEDINGS OF THE 2015 4TH NATIONAL CONFERENCE ON ELECTRICAL, ELECTRONICS AND COMPUTER ENGINEERING ( NCEECE 2015), 2016, 47 : 418 - 421
  • [46] USING DATA MINING TECHNOLOGY FOR STUDENT DATA ANALYSIS
    Zuka, Rita
    Krasts, Juris
    Rozevskis, Uldis
    NEW CHALLENGES OF ECONOMIC AND BUSINESS DEVELOPMENT - 2017: DIGITAL ECONOMY, 2017, : 755 - 763
  • [47] Probabilistic Classification Using Data Mining
    Kase, Yuichiro
    Miura, Takao
    2015 IEEE/WIC/ACM INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE AND INTELLIGENT AGENT TECHNOLOGY (WI-IAT), VOL 1, 2015, : 437 - 440
  • [48] Predicting Career Using Data Mining
    Arafath, Md. Yeasin
    Saifuzzaman, Mohd.
    Ahmed, Sumaiya
    Hossain, Syed Akhter
    2018 INTERNATIONAL CONFERENCE ON COMPUTING, POWER AND COMMUNICATION TECHNOLOGIES (GUCON), 2018, : 889 - 894
  • [49] A STUDY ON PREDICTING PATTERNS OVER THE PROTEIN SEQUENCE DATASETS USING ASSOCIATION RULE MINING
    Priya, Lakshmi G.
    Hariharan, Shanmugasundaram
    JOURNAL OF ENGINEERING SCIENCE AND TECHNOLOGY, 2012, 7 (05): : 563 - 573
  • [50] A Study on Credit Risk Assessment in Banking Sector using Data Mining Techniques
    Mittal, Ankita
    Shrivastava, Amit
    Saxena, Aumreesh
    Manoria, Manish
    2018 INTERNATIONAL CONFERENCE ON ADVANCED COMPUTATION AND TELECOMMUNICATION (ICACAT), 2018,