Concepedia

Spatio-temporal Density Estimation

Spatio-Temporal Density Estimation is a statistical inference method that models the intensity or distribution of events across jointly continuous spatial and temporal domains, distinguishing itself from purely spatial or temporal density estimation by incorporating both geographical location and time as integral dimensions of the underlying event-generating process.

37

Publications

1.6K

Citations

127

Authors

65

Institutions

Publications per year

2017–2026

15

Parents

Publications

37

A spatio-temporal kernel density estimation framework for predictive crime hotspot mapping and evaluation

Yujie Hu, Fahui Wang, Cecile C. Guin et al. · Applied Geography · 2018 · 169 citations · Full text

, , +14

A Critical Look at Deriving Monthly Aerosol Optical Depth From Satellite Data

R. C. Levy, G. Leptoukh, Ralph A. Kahn et al. · IEEE Transactions on Geoscience and Remote Sensing · 2009 · 162 citations

, , +16

Small area estimation with spatio-temporal Fay–Herriot models

Yolanda Marhuenda García, Isabel Molina, Domingo Morales · Computational Statistics & Data Analysis · 2012 · 140 citations · Full text

, , +13

Using smart card data to extract passenger's spatio-temporal density and train's trajectory of MRT system

Lijun Sun, Der‐Horng Lee, Alexander Erath et al. · 2012 · 122 citations

, , +16

Detecting collective anomalies from multiple spatio-temporal datasets across different domains

Yu Zheng, Huichu Zhang, Yong Yu · 2015 · 105 citations

, , +17

1–5 of 37

Authors

127

  1. MP
    Marc Peter Deisenroth

    Imperial College London, United Kingdom

    2 publications · 38 citations

    2

    h-index

  2. ZZ
    Zhengyi Zhou

    Tsinghua University, China

    2 publications · 58 citations

    2

    h-index

  3. JH
    James Hensman

    University of Sheffield, United Kingdom

    2 publications · 38 citations

    2

    h-index

  4. DS
    David S. Matteson

    Cornell University, United States

    2 publications · 58 citations

    2

    h-index

  5. HS
    Hugh Salimbeni

    Imperial College London, United Kingdom

    2 publications · 38 citations

    2

    h-index

1–5 of 127

Institutions

65

  1. Cornell University

    Ithaca, United States

    2 h-index

    4 publications

    116 citations

  2. Central South University

    Changsha, China

    2 h-index

    6 publications

    141 citations

  3. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    2 h-index

    2 publications

    47 citations

  4. The University of Sydney

    Sydney, Australia

    1 h-index

    3 publications

    54 citations

  5. EURECOM

    Valbonne, France

    1 h-index

    2 publications

    50 citations

  6. Institute of Remote Sensing and Digital Earth

    Beijing, China

    1 h-index

    1 publications

    33 citations

  7. Universidad Carlos III de Madrid

    Madrid, Spain

    1 h-index

    1 publications

    140 citations

  8. Géoazur

    Sophia Antipolis, France

    1 h-index

    1 publications

    21 citations

1–8 of 65

Venues

  1. arXiv (Cornell University)

    Repository · 3 publications · 34 citations

    3

    h-index

  2. 1

    h-index

  3. Geographical Analysis

    1 publications · 28 citations

    1

    h-index

  4. Applied Geography

    1 publications · 169 citations

    1

    h-index

  5. ACM Transactions on Internet Technology

    TOIT · 1 publications · 18 citations

    1

    h-index

1–5