Spatiotemporal data mining: A computational perspective

S Shekhar, Z Jiang, RY Ali, E Eftelioglu, X Tang… - … International Journal of …, 2015 - mdpi.com
Explosive growth in geospatial and temporal data as well as the emergence of new
technologies emphasize the need for automated discovery of spatiotemporal knowledge …

Identifying patterns in spatial information: A survey of methods

S Shekhar, MR Evans, JM Kang… - … Reviews: Data Mining …, 2011 - Wiley Online Library
Explosive growth in geospatial data and the emergence of new spatial technologies
emphasize the need for automated discovery of spatial knowledge. Spatial data mining is …

Spatial data mining

S Shekhar, P Zhang, Y Huang - Data mining and knowledge discovery …, 2010 - Springer
Summary Spatial Data Mining is the process of discovering interesting and previously
unknown, but potentially useful patterns from large spatial datasets. Extracting interesting …

Survey of multispectral image fusion techniques in remote sensing applications

D Jiang, D Zhuang, Y Huang, J Fu - Image fusion and its …, 2011 - books.google.com
With the development of multiple types of biosensors, chemical sensors, and remote sensors
on board satellites, more and more data have become available for scientific researches. As …

Urban population estimation based on residential buildings volume using IKONOS-2 images and lidar data

L Tomás, L Fonseca, C Almeida… - … Journal of Remote …, 2016 - Taylor & Francis
This paper presents a methodological approach to estimation of urban population using the
volume of single houses and high-rise residential buildings obtained from an IKONOS-2 …

Improving detailed rule-based feature extraction of urban areas from WorldView-2 image and lidar data

A Hamedianfar, HZM Shafri, S Mansor… - International Journal of …, 2014 - Taylor & Francis
Urbanization is commonly accepted as an important contributor to the growth of man-made
structures and as a rapid convertor of natural environments to impervious surfaces. Roofs …

Spatial autoregressive model for population estimation at the census block level using LIDAR-derived building volume information

F Qiu, H Sridharan, Y Chun - Cartography and Geographic …, 2010 - Taylor & Francis
The collection of population by census is laborious, time consuming and expensive, and
often only available at limited temporal and spatial scales. Remote sensing based …

Digital image processing in remote sensing

LMG Fonseca, LM Namikawa… - 2009 tutorials of the XXII …, 2009 - ieeexplore.ieee.org
Imaging systems, particularly those on board satellites, provide a repetitive and consistent
view of the earth that has been used in many remote sensing applications such as urban …

Estimating work and home population using lidar-derived building volumes

Y Zhao, GA Ovando-Montejo, AE Frazier… - … Journal of Remote …, 2017 - Taylor & Francis
As urban populations rapidly rise worldwide, it is increasingly necessary to determine the
accurate distribution and configuration of the population in order to appropriate resources …

Estimating the Population of a Middle Eastern City Based on a Normalized Difference Built-Up Index and Urban Morphology

EA Alyasiri, JL Wilson, RD James - International Journal of Applied …, 2023 - igi-global.com
The aim of this study is to introduce a method for estimating the population of a Middle
Eastern city, the city of Hillah, in the absence of a census which was last conducted in 1997 …