• 504 Citations
  • 14 h-Index
20012021
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Research Output 2005 2019

  • 504 Citations
  • 14 h-Index
  • 44 Article
  • 3 Review article
  • 1 Chapter
  • 1 Conference contribution
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Article
2019

Abandoned rural residential land: Using machine learning techniques to identify rural residential land vulnerable to be abandoned in mountainous areas

Xu, F., Ho, H. C., Chi, G. & Wang, Z., Feb 1 2019, In : Habitat International. 84, p. 43-56 14 p.

Research output: Contribution to journalArticle

learning
land use
rural area
machine learning
land

Design and implementation of a parallel geographically weighted k-nearest neighbor classifier

Pu, Y., Zhao, X., Chi, G., Zhao, S., Wang, J., Jin, Z. & Yin, J., Jun 1 2019, In : Computers and Geosciences. 127, p. 111-122 12 p.

Research output: Contribution to journalArticle

Classifiers
Image classification
image classification
Remote sensing
remote sensing

Error Measures for Trajectory Estimations with Geo-Tagged Mobility Sample Data

Parsafard, M., Chi, G., Qu, X., Li, X. & Wang, H., Jul 1 2019, In : IEEE Transactions on Intelligent Transportation Systems. 20, 7, p. 2566-2583 18 p., 8541110.

Research output: Contribution to journalArticle

Trajectories
Error analysis
Table lookup
Interpolation
Bandwidth

Future interstate highway system demands: Predictions based on population projections

Chi, G., Wang, D. & Hagedorn, A. D. J., Jun 1 2019, In : Case Studies on Transport Policy. 7, 2, p. 384-394 11 p.

Research output: Contribution to journalArticle

Highway systems
projection
road
prediction
population growth
1 Citation (Scopus)

Lost in the Black Belt South: health outcomes and transportation infrastructure

Chi, G., Shapley, D., Yang, T. C. & Wang, D., Jun 1 2019, In : Environmental Monitoring and Assessment. 191, 297.

Research output: Contribution to journalArticle

Open Access
transportation infrastructure
Health
airport
unemployment
Airports

The impact of spatial spillovers on interprovincial migration in China, 2005–10

Pu, Y., Han, X., Chi, G., Wang, Y., Ge, Y. & Kong, F., Aug 3 2019, In : Regional Studies. 53, 8, p. 1125-1136 12 p.

Research output: Contribution to journalArticle

migration
China
system change
population size
inflow
1 Citation (Scopus)

The spatial association of ecosystem services with land use and land cover change at the county level in China, 1995–2015

Chen, W., Chi, G. & Li, J., Jun 15 2019, In : Science of the Total Environment. 669, p. 459-470 12 p.

Research output: Contribution to journalArticle

Land use
ecosystem service
Ecosystems
land cover
land use
2018

Do Airports Boost Economic Development by Attracting Talent? An Empirical Investigation at the Subcounty Level

Chen, X., Chi, G. & Chi, G., Mar 1 2018, In : Social Science Quarterly. 99, 1, p. 313-329 17 p.

Research output: Contribution to journalArticle

airport
economics
inferential statistics
descriptive statistics
structural model
4 Citations (Scopus)

Identifying the critical riparian buffer zone with the strongest linkage between landscape characteristics and surface water quality

Li, K., Chi, G., Wang, L., Xie, Y., Wang, X. & Fan, Z., Oct 1 2018, In : Ecological Indicators. 93, p. 741-752 12 p.

Research output: Contribution to journalArticle

riparian buffers
riparian zone
buffer zone
surface water
water quality
spillover effect
employment trend
population growth
Rails
regional economy
1 Citation (Scopus)

Neighbourhood built environment and walking behaviours: Evidence from the rural American South

Li, C., Chi, G. & Jackson, R., Aug 1 2018, In : Indoor and Built Environment. 27, 7, p. 938-952 15 p.

Research output: Contribution to journalArticle

Walking
Social Environment
Esthetics
Analysis of Variance
Mississippi
accessibility
projection
land use
transportation infrastructure
development potential
8 Citations (Scopus)
spatiotemporal analysis
land use
population growth
multicriteria analysis
twenty first century
2 Citations (Scopus)

Sociodemographics and access to organic and local food: A case study of New Orleans, Louisiana

Li, C., Ghiasi, A., Li, X. & Chi, G., Sep 1 2018, In : Cities. 79, p. 141-150 10 p.

Research output: Contribution to journalArticle

food
housing
income
education
sociodemographic factors
3 Citations (Scopus)

Spatiotemporal analysis of regional socio-economic vulnerability change associated with heat risks in Canada

Ho, H. C., Knudby, A., Chi, G., Aminipouri, M. & Lai, D. Y. F., Jun 1 2018, In : Applied Geography. 95, p. 61-70 10 p.

Research output: Contribution to journalArticle

spatiotemporal analysis
heat
socioeconomics
vulnerability
Canada
transportation infrastructure
infrastructure
railroad
airport
road
2017
2 Citations (Scopus)
move
relocation
housing
land use planning
workplace
2 Citations (Scopus)

Different places, different stories: A study of the spatial heterogeneity of county-level fertility in China

Wang, D. & Chi, G., Aug 23 2017, In : Demographic Research. 37, 1, p. 493-526 34 p.

Research output: Contribution to journalArticle

fertility rate
fertility
China
socioeconomic factors
social economics
1 Citation (Scopus)
Chlamydia
Gonorrhea
Sexually Transmitted Diseases
Young Adult
Age Groups
2015
1 Citation (Scopus)
pedestrian
walking
small town
built environment
esthetics
6 Citations (Scopus)

Safer roads owing to higher gasoline prices: How long it takes

Chi, G., Brown, W., Zhang, X. & Zheng, Y., Aug 1 2015, In : American journal of public health. 105, 8, p. e119-e125

Research output: Contribution to journalArticle

Gasoline
Seat Belts
Mississippi
Unemployment
Taxes
6 Citations (Scopus)

Urbanization and Land-Use Change: A Human Ecology of Deforestation Across the United States, 2001-2006

Clement, M. T., Chi, G. & Ho, H. C., Nov 1 2015, In : Sociological Inquiry. 85, 4, p. 628-653 26 p.

Research output: Contribution to journalArticle

social ecology
urbanization
land use
organization
regression
2013
network analysis
Electric network analysis
kriging
footprint
traffic
13 Citations (Scopus)

Gasoline price effects on traffic safety in urban and rural areas: Evidence from Minnesota, 1998-2007

Chi, G., Quddus, M. A., Huang, A. & Levinson, D., Jul 5 2013, In : Safety Science. 59, p. 154-162 9 p.

Research output: Contribution to journalArticle

Gasoline
traffic safety
urban area
rural area
Safety
8 Citations (Scopus)

In-migration to remote rural regions: The relative impacts of natural amenities and land developability

Chi, G. & Marcouiller, D. W., Sep 1 2013, In : Landscape and Urban Planning. 117, p. 22-31 10 p.

Research output: Contribution to journalArticle

amenity
rural area
wetland
counterurbanization
economic growth

Mississippi's DUI offender intervention: 40 years of programming and research

Robertson, A. A., Gardner, S., Xu, X., Chi, G. & McCluskey, D. L., May 31 2013, In : Journal of Offender Rehabilitation. 52, 2, p. 138-155 18 p.

Research output: Contribution to journalArticle

Mississippi
offender
programming
Alcohols
Safety
13 Citations (Scopus)

Natural amenities and their effects on migration along the urban-rural continuum

Chi, G. & Marcouiller, D. W., Jun 1 2013, In : Annals of Regional Science. 50, 3, p. 861-883 23 p.

Research output: Contribution to journalArticle

amenity
migration
rural area
rural development
spatial analysis
18 Citations (Scopus)

The impact of gasoline price changes on traffic safety: A time geography explanation

Chi, G., Porter, J. R., Cosby, A. G. & Levinson, D., Apr 1 2013, In : Journal of Transport Geography. 28, p. 1-11 11 p.

Research output: Contribution to journalArticle

traffic safety
Gasoline
safety
geography
fluctuation
2012
17 Citations (Scopus)

Gasoline Prices and Traffic Crashes in Alabama, 1999-2009

Chi, G., Mcclure, T. E. & Brown, D. B., Sep 1 2012, In : Traffic Injury Prevention. 13, 5, p. 476-484 9 p.

Research output: Contribution to journalArticle

Gasoline
traffic
Demography
Hispanic Americans
ethnicity
1 Citation (Scopus)

Natural Beauty, Money, and the Distribution of Talent: A Local-Level Panel Data Analysis

Chen, X. & Chi, G., Oct 1 2012, In : Population Research and Policy Review. 31, 5, p. 665-681 17 p.

Research output: Contribution to journalArticle

panel data
amenity
beauty
data analysis
money
9 Citations (Scopus)

Recreational homes and migration to remote amenity-rich areas

Chi, G. & Marcouiller, D. W., 2012, In : Journal of Regional Analysis and Policy. 42, 1, p. 47-60 14 p.

Research output: Contribution to journalArticle

amenity
migration
counterurbanization
housing
frontier region
23 Citations (Scopus)
suburban area
airport
accessibility
rural area
urban area
2011
23 Citations (Scopus)

Gasoline prices and their relationship to drunk-driving crashes

Chi, G., Zhou, X., McClure, T. E., Gilbert, P. A., Cosby, A. G., Zhang, L., Robertson, A. A. & Levinson, D., Jan 1 2011, In : Accident Analysis and Prevention. 43, 1, p. 194-203 10 p.

Research output: Contribution to journalArticle

Gasoline
alcohol consumption
Alcohol Drinking
Alcohols
driver
6 Citations (Scopus)

Highway expansion effects on Urban racial redistribution in the post-civil rights period

Chi, G. & Parisi, D., Jan 1 2011, In : Public Works Management and Policy. 16, 1, p. 40-58 19 p.

Research output: Contribution to journalArticle

civil rights
redistribution
census
legal basis
Civil rights
23 Citations (Scopus)

Isolation der Auswirkung natürlicher Attraktionen auf demografische Veränderungen auf lokaler Ebene

Translated title of the contribution: Isolating the effect of natural amenities on population change at the local levelChi, G. & Marcouiller, D., Apr 1 2011, In : Regional Studies. 45, 4, p. 491-505 15 p.

Research output: Contribution to journalArticle

amenity
population growth
economic conditions
economics
effect
16 Citations (Scopus)

Small-area population forecasting: Borrowing strength across space and time

Chi, G. & Voss, P. R., Sep 1 2011, In : Population, Space and Place. 17, 5, p. 505-520 16 p.

Research output: Contribution to journalArticle

projection
regression
gold standard
census
population growth
7 Citations (Scopus)

Small-area population forecasting in an urban setting: A spatial regression approach

Chi, G., Zhou, X. & Voss, P. R., Sep 1 2011, In : Journal of Population Research. 28, 2-3, p. 185-201 17 p.

Research output: Contribution to journalArticle

population growth
regression
projection
rural area
census
2010
29 Citations (Scopus)

Gasoline prices and traffic safety in Mississippi

Chi, G., Cosby, A. G., Quddus, M. A., Gilbert, P. A. & Levinson, D., Dec 1 2010, In : Journal of Safety Research. 41, 6, p. 493-500 8 p.

Research output: Contribution to journalArticle

Gasoline
Taxation
Industry
14 Citations (Scopus)

Land developability: Developing an index of land use and development for population research

Chi, G., Dec 1 2010, In : Journal of Maps. 6, p. 609-617 9 p.

Research output: Contribution to journalArticle

land use
raster
population development
population dynamics
pixel
39 Citations (Scopus)

The impacts of highway expansion on population change: An integrated spatial approach

Chi, G., Aug 23 2010, In : Rural Sociology. 75, 1, p. 58-89 32 p.

Research output: Contribution to journalArticle

urban area
economic sociology
Pole
rural area
geography
2009
23 Citations (Scopus)

Can knowledge improve population forecasts at subcounty levels?

Chi, G., Sep 1 2009, In : Demography. 46, 2, p. 405-427 23 p.

Research output: Contribution to journalArticle

projection
regression
regional planning
urban planning
population growth
2006
22 Citations (Scopus)

Rethinking Highway Effects on Population Change

Chi, G., Voss, P. R. & Deller, S. C., Jan 1 2006, In : Public Works Management & Policy. 11, 1, p. 18-32 15 p.

Research output: Contribution to journalArticle

Population change
rural area
infrastructure
economics
literature
2005
23 Citations (Scopus)

Migration decision-making: A hierarchical regression approach

Chi, G. & Voss, P. R., Dec 1 2005, In : Journal of Regional Analysis and Policy. 35, 2, p. 11-22 12 p.

Research output: Contribution to journalArticle

decision making
migration
regression
census
economics
22 Citations (Scopus)

Sustainable transport planning: Estimating the ecological footprint of vehicle travel in future years

Chi, G. & Stone, B., Sep 1 2005, In : Journal of Urban Planning and Development. 131, 3, p. 170-180 11 p.

Research output: Contribution to journalArticle

ecological footprint
travel
Planning
Land use
planning