Class information for:
Level 2: LIGHT POLLUTION//DMSP OLS//NIGHTTIME LIGHTS

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
2668 3427 40.7 48%


Bar chart of Publication_year

Last years might be incomplete

Hierarchy of classes
The table includes all classes above and classes immediately below the current class.


Cluster id Level Cluster label #P
1 4 ECONOMICS//EDUCATION & EDUCATIONAL RESEARCH//PSYCHOL 3876184
155 3       URBAN STUDIES//GEOGRAPHY//ENVIRONMENTAL STUDIES 62328
2668 2             LIGHT POLLUTION//DMSP OLS//NIGHTTIME LIGHTS 3427
3258 1                   AGENT BASED MODEL//SLEUTH//URBAN GROWTH 2027
16696 1                   DMSP OLS//NIGHTTIME LIGHTS//NIGHT LIGHTS 641
20440 1                   LIGHT POLLUTION//SKY GLOW//NIGHT SKY BRIGHTNESS 460
29684 1                   GARBAGE CAN MODEL//COMPUTATIONAL ORGANIZATION THEORY//EFFICIENCY OF THE SERVICE QUALITY 182
34031 1                   COMMAND ADM//STUDIES IN INFORMATICS AND CONTROL//ACCOUNTANCY METHODS 117

Terms with highest relevance score


rank Term termType Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 LIGHT POLLUTION authKW 599257 3% 58% 116
2 DMSP OLS authKW 285848 1% 84% 38
3 NIGHTTIME LIGHTS authKW 285052 1% 80% 40
4 URBAN EXPANSION authKW 283533 2% 43% 74
5 URBAN GROWTH authKW 263832 3% 28% 104
6 AGENT BASED MODEL authKW 242174 6% 12% 222
7 SLEUTH authKW 196784 1% 82% 27
8 URBAN GROWTH MODELING authKW 150904 1% 71% 24
9 JASSS-THE JOURNAL OF ARTIFICIAL SOCIETIES AND SOCIAL SIMULATION journal 144194 3% 16% 102
10 CELLULAR AUTOMATA authKW 142584 6% 8% 211

Web of Science journal categories


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 Geography 39190 16% 1% 542
2 Environmental Studies 29095 17% 1% 571
3 Remote Sensing 23364 11% 1% 389
4 Geography, Physical 21193 13% 1% 459
5 Urban Studies 8041 5% 1% 183
6 Imaging Science & Photographic Technology 7238 7% 0% 228
7 Environmental Sciences 5402 20% 0% 698
8 Ecology 3663 13% 0% 429
9 Information Science & Library Science 2280 4% 0% 147
10 Social Sciences, Interdisciplinary 1221 3% 0% 115

Address terms


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 GEOPHYS DATA 66852 1% 19% 40
2 GUANGDONG URBANIZAT GEOSIMULAT 57204 1% 23% 28
3 COMMAND ADM 48498 0% 78% 7
4 POLICY MODELLING 46594 0% 35% 15
5 GEOG SCI NAT OURCES 33241 4% 3% 140
6 URBAN PLANNING ENVIRONM MANAGEMENT 31192 1% 18% 19
7 GEOG 29431 14% 1% 481
8 CHINESE AGR POLICY 27036 1% 8% 36
9 PROFESS COLOR SCI ENGN 26725 0% 100% 3
10 GEOG PLANNING 26111 2% 4% 66

Journals


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 JASSS-THE JOURNAL OF ARTIFICIAL SOCIETIES AND SOCIAL SIMULATION 144194 3% 16% 102
2 INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE 106513 4% 9% 132
3 ENVIRONMENT AND PLANNING B-PLANNING & DESIGN 89224 4% 8% 126
4 COMPUTERS ENVIRONMENT AND URBAN SYSTEMS 57726 2% 9% 75
5 ENVIRONMENTAL MODELLING & SOFTWARE 33292 3% 4% 103
6 STUDIES IN INFORMATICS AND CONTROL 22956 1% 8% 31
7 JOURNAL OF GEOGRAPHICAL SCIENCES 22700 1% 6% 44
8 LANDSCAPE AND URBAN PLANNING 22055 3% 3% 86
9 APPLIED GEOGRAPHY 20095 2% 4% 62
10 CHINESE GEOGRAPHICAL SCIENCE 14316 1% 4% 38

Author Key Words


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class		 LCSH search Wikipedia search
1 LIGHT POLLUTION 599257 3% 58% 116 Search LIGHT+POLLUTION Search LIGHT+POLLUTION
2 DMSP OLS 285848 1% 84% 38 Search DMSP+OLS Search DMSP+OLS
3 NIGHTTIME LIGHTS 285052 1% 80% 40 Search NIGHTTIME+LIGHTS Search NIGHTTIME+LIGHTS
4 URBAN EXPANSION 283533 2% 43% 74 Search URBAN+EXPANSION Search URBAN+EXPANSION
5 URBAN GROWTH 263832 3% 28% 104 Search URBAN+GROWTH Search URBAN+GROWTH
6 AGENT BASED MODEL 242174 6% 12% 222 Search AGENT+BASED+MODEL Search AGENT+BASED+MODEL
7 SLEUTH 196784 1% 82% 27 Search SLEUTH Search SLEUTH
8 URBAN GROWTH MODELING 150904 1% 71% 24 Search URBAN+GROWTH+MODELING Search URBAN+GROWTH+MODELING
9 CELLULAR AUTOMATA 142584 6% 8% 211 Search CELLULAR+AUTOMATA Search CELLULAR+AUTOMATA
10 LAND USE MODELING 130236 1% 38% 39 Search LAND+USE+MODELING Search LAND+USE+MODELING

Core articles
The table includes core articles in the class. The following variables is taken into account for the relevance score of an article in a cluster c:
(1) Number of references referring to publications in the class.
(2) Share of total number of active references referring to publications in the class.
(3) Age of the article. New articles get higher score than old articles.
(4) Citation rate, normalized to year.


Rank Reference # ref.
in cl.		 Shr. of ref. in
cl.		 Citations
1 SANTE, I , GARCIA, AM , MIRANDA, D , CRECENTE, R , (2010) CELLULAR AUTOMATA MODELS FOR THE SIMULATION OF REAL-WORLD URBAN PROCESSES: A REVIEW AND ANALYSIS.LANDSCAPE AND URBAN PLANNING. VOL. 96. ISSUE 2. P. 108-122 77 95% 106
2 AN, L , (2012) MODELING HUMAN DECISIONS IN COUPLED HUMAN AND NATURAL SYSTEMS: REVIEW OF AGENT-BASED MODELS.ECOLOGICAL MODELLING. VOL. 229. ISSUE . P. 25 -36 83 61% 111
3 LIAO, JF , TANG, LN , SHAO, GF , SU, XD , CHEN, DK , XU, T , (2016) INCORPORATION OF EXTENDED NEIGHBORHOOD MECHANISMS AND ITS IMPACT ON URBAN LAND-USE CELLULAR AUTOMATA SIMULATIONS.ENVIRONMENTAL MODELLING & SOFTWARE. VOL. 75. ISSUE . P. 163 -175 45 85% 8
4 HUANG, QX , YANG, X , GAO, B , YANG, Y , ZHAO, YY , (2014) APPLICATION OF DMSP/OLS NIGHTTIME LIGHT IMAGES: A META-ANALYSIS AND A SYSTEMATIC LITERATURE REVIEW.REMOTE SENSING. VOL. 6. ISSUE 8. P. 6844 -6866 63 77% 14
5 LI, XC , GONG, P , (2016) URBAN GROWTH MODELS: PROGRESS AND PERSPECTIVE.SCIENCE BULLETIN. VOL. 61. ISSUE 21. P. 1637 -1650 72 68% 0
6 ABOLHASANI, S , TALEAI, M , KARIMI, M , NODE, AR , (2016) SIMULATING URBAN GROWTH UNDER PLANNING POLICIES THROUGH PARCEL-BASED CELLULAR AUTOMATA (PARCA) MODEL.INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE. VOL. 30. ISSUE 11. P. 2276 -2301 49 82% 0
7 ZHANG, QW , SU, SL , (2016) DETERMINANTS OF URBAN EXPANSION AND THEIR RELATIVE IMPORTANCE: A COMPARATIVE ANALYSIS OF 30 MAJOR METROPOLITANS IN CHINA.HABITAT INTERNATIONAL. VOL. 58. ISSUE . P. 89 -107 61 60% 1
8 JAFARNEZHAD, J , SALMANMAHINY, A , SAKIEH, Y , (2016) SUBJECTIVITY VERSUS OBJECTIVITY: COMPARATIVE STUDY BETWEEN BRUTE FORCE METHOD AND GENETIC ALGORITHM FOR CALIBRATING THE SLEUTH URBAN GROWTH MODEL.JOURNAL OF URBAN PLANNING AND DEVELOPMENT. VOL. 142. ISSUE 3. P. - 41 89% 1
9 KATZ, Y , LEVIN, N , (2016) QUANTIFYING URBAN LIGHT POLLUTION - A COMPARISON BETWEEN FIELD MEASUREMENTS AND EROS-B IMAGERY.REMOTE SENSING OF ENVIRONMENT. VOL. 177. ISSUE . P. 65 -77 37 84% 3
10 BARREIRA-GONZALEZ, P , GOMEZ-DELGADO, M , AGUILERA-BENAVENTE, F , (2015) FROM RASTER TO VECTOR CELLULAR AUTOMATA MODELS: A NEW APPROACH TO SIMULATE URBAN GROWTH WITH THE HELP OF GRAPH THEORY.COMPUTERS ENVIRONMENT AND URBAN SYSTEMS. VOL. 54. ISSUE . P. 119 -131 44 80% 3

Classes with closest relation at Level 2


Rank Class id link
1 3189 LAND CONSOLIDATION//LAND FRAGMENTATION//LAND REALLOCATION
2 203 REMOTE SENSING//IMAGING SCIENCE & PHOTOGRAPHIC TECHNOLOGY//INTERNATIONAL JOURNAL OF REMOTE SENSING
3 851 REDD//DEFORESTATION//PROTECTED AREAS
4 1123 ECOSYSTEM SERVICES//EMERGY//ECOLOGICAL ECONOMICS
5 946 URBAN HEAT ISLAND//LANDSCAPE AND URBAN PLANNING//GREEN ROOF
6 1850 CHINA QUARTERLY//CHINA JOURNAL//AREA STUDIES
7 2550 BAYESIAN NETWORKS//FUZZY COGNITIVE MAPS//INFLUENCE DIAGRAMS
8 2919 FUTURES//FORESIGHT//TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE
9 1482 CARTOGRAPHIC JOURNAL//INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE//QUALITATIVE SPATIAL REASONING
10 655 URBAN STUDIES//GEOGRAPHY//GENTRIFICATION

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