Climate change analysis to study land surface temperature trends

被引:0
|
作者
Ashish [1 ]
Sabitha, A. Sai [1 ]
Bansal, Abhay [1 ]
机构
[1] Amity Univ Uttar Pradesh, Noida, India
来源
2017 3RD IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE & COMMUNICATION TECHNOLOGY (CICT) | 2017年
关键词
climate change; cluster analysis; K-means algorithm; data mining; range-series graphs;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Climate change is a matured area and it is of current social and economic concern. It has drawn political attention due to recent global efforts to curb its damaging effect. Due to increased availability of geographical data, the knowledge discovery from datasets is critical for climate change science and its impacts. This research work discusses the prospects of analysing climate change w.r.t recorded trends in abiotic factors such as land surface temperature using data mining. A region based study on India has been conducted in order to compute and analyse the recorded trends against proposition of "human influence climate change" advocated especially for developing economy. The approach used here is graphing and clustering techniques such as K-means. The experimental results show the demographics professing the ground reality of global warming.
引用
收藏
页数:8
相关论文
共 50 条
  • [1] Innovation and digitalization in environmental education: the case study of climate change adaptation and analysis of land surface temperature
    Dudar, Tamara, V
    Saienko, Tetiana, V
    Radomska, Marharyta M.
    Lubsky, Mykola S.
    Yavniuk, Andrian A.
    Rozhko, Vitaliy V.
    Hay, Anzhela Ye.
    JOURNAL OF GEOLOGY GEOGRAPHY AND GEOECOLOGY, 2023, 32 (04): : 724 - 733
  • [2] Impact of climate change on land use and relationship with land surface temperature: representative case study in Iraq
    Hashim, Bassim Mohammed
    Alnaemi, Amer Naji Ahmed
    Sultan, Maitham Abdulla
    Alraheem, Esam Abd
    Abduljabbar, Suhair Abdulsattar
    Halder, Bijay
    Shahid, Shamsuddin
    Yaseen, Zaher Mundher
    ACTA GEOPHYSICA, 2025, : 3025 - 3043
  • [3] Trends in Canadian Surface Temperature Variability in the Context of Climate Change
    Turner, Jessica K.
    Gyakum, J. R.
    ATMOSPHERE-OCEAN, 2010, 48 (03) : 147 - 162
  • [4] Land Surface Temperature Retrieval for Climate Analysis and Association with Climate Data
    Ozelkan, Emre
    Bagis, Serdar
    Ozelkan, Ertunga Cem
    Ustundag, Burak Berk
    Ormeci, Cankut
    EUROPEAN JOURNAL OF REMOTE SENSING, 2014, 47 : 655 - 669
  • [5] Analysis of Climate Change Effects on Precipitation and Temperature Trends in Spain
    Arellano, Blanca
    Zheng, Qianhui
    Roca, Josep
    LAND, 2025, 14 (01)
  • [6] Land cover change effects on land surface temperature trends in an African urbanizing dryland region
    Akinyemi, Felicia O.
    Ikanyeng, Mphoentle
    Muro, Javier
    CITY AND ENVIRONMENT INTERACTIONS, 2019, 4
  • [7] Evaluating contributions of urbanization and global climate change to urban land surface temperature change: a case study in Lagos, Nigeria
    Liying Guo
    Liping Di
    Chen Zhang
    Li Lin
    Fei Chen
    Alamin Molla
    Scientific Reports, 12
  • [8] Evaluating contributions of urbanization and global climate change to urban land surface temperature change: a case study in Lagos, Nigeria
    Guo, Liying
    Di, Liping
    Zhang, Chen
    Lin, Li
    Chen, Fei
    Molla, Alamin
    SCIENTIFIC REPORTS, 2022, 12 (01)
  • [9] Land use/land cover change effects on temperature trends at U.S. Climate Normals stations
    Hale, RC
    Gallo, KP
    Owen, TW
    Loveland, TR
    GEOPHYSICAL RESEARCH LETTERS, 2006, 33 (11)
  • [10] Modulated Trends in Arctic Surface Air Temperature Extremes as a Fingerprint of Climate Change
    Polyakov, Igor, V
    Ballinger, Thomas J.
    Lader, Rick
    Zhang, Xiangdong
    JOURNAL OF CLIMATE, 2024, .37 (08) : 2381 - 2404