Class information for:
Level 1: TRAINING IMAGE//MULTIPLE POINT STATISTICS//MULTIPLE POINT GEOSTATISTICS

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
12852 877 28.3 39%


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
600 3       MATHEMATICAL GEOLOGY//CAPTURE RECAPTURE//DISEASE MAPPING 14509
1865 2             MATHEMATICAL GEOLOGY//MATHEMATICAL GEOSCIENCES//GEOSTATISTICS 6050
12852 1                   TRAINING IMAGE//MULTIPLE POINT STATISTICS//MULTIPLE POINT GEOSTATISTICS 877

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 TRAINING IMAGE authKW 1698696 6% 89% 55
2 MULTIPLE POINT STATISTICS authKW 1403872 6% 81% 50
3 MULTIPLE POINT GEOSTATISTICS authKW 824589 3% 79% 30
4 MATHEMATICAL GEOSCIENCES journal 461113 9% 17% 76
5 HISTORY MATCHING authKW 423992 6% 23% 52
6 TRANSIOGRAM authKW 313349 1% 100% 9
7 FACIES MODELING authKW 294190 1% 65% 13
8 MATHEMATICAL GEOLOGY journal 270742 10% 9% 90
9 ERVOIR ENGN address 259220 3% 34% 22
10 MULTIPLE POINT SIMULATION authKW 256373 1% 82% 9

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 Engineering, Petroleum 47094 23% 1% 205
2 Geosciences, Multidisciplinary 20129 55% 0% 485
3 Mathematics, Interdisciplinary Applications 7349 21% 0% 184
4 Energy & Fuels 3766 21% 0% 188
5 Computer Science, Interdisciplinary Applications 2460 15% 0% 129
6 Water Resources 1325 11% 0% 96
7 Mining & Mineral Processing 743 3% 0% 27
8 Limnology 520 3% 0% 27
9 Engineering, Chemical 327 9% 0% 82
10 Statistics & Probability 242 5% 0% 40

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 ERVOIR ENGN 259220 3% 34% 22
2 STANFORD ERVOIR FORECASTING 142162 1% 58% 7
3 COSMO STOCHAST MINE PLANNING 125323 1% 30% 12
4 SAN JOAQUIN VALLEY BUSINESS UNIT 104450 0% 100% 3
5 HYDROGEOL GEOTHERM 80845 1% 19% 12
6 ALGES 51194 1% 29% 5
7 ENERGY OURCES ENGN 50595 5% 3% 44
8 GEOMODELS GRP GEODYNAM BASIN ANAL 46421 0% 67% 2
9 SO AFRICA BUSINESS UNIT 46421 0% 67% 2
10 CEPETRO 46417 0% 33% 4

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 MATHEMATICAL GEOSCIENCES 461113 9% 17% 76
2 MATHEMATICAL GEOLOGY 270742 10% 9% 90
3 COMPUTERS & GEOSCIENCES 62076 10% 2% 86
4 COMPUTATIONAL GEOSCIENCES 48929 4% 5% 31
5 SPE RESERVOIR EVALUATION & ENGINEERING 39169 4% 3% 35
6 PETROLEUM GEOSCIENCE 38817 3% 4% 27
7 JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING 29579 6% 2% 54
8 SPE JOURNAL 24518 3% 2% 30
9 STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT 13215 3% 2% 23
10 JOURNAL OF PETROLEUM TECHNOLOGY 7760 2% 1% 16

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 TRAINING IMAGE 1698696 6% 89% 55 Search TRAINING+IMAGE Search TRAINING+IMAGE
2 MULTIPLE POINT STATISTICS 1403872 6% 81% 50 Search MULTIPLE+POINT+STATISTICS Search MULTIPLE+POINT+STATISTICS
3 MULTIPLE POINT GEOSTATISTICS 824589 3% 79% 30 Search MULTIPLE+POINT+GEOSTATISTICS Search MULTIPLE+POINT+GEOSTATISTICS
4 HISTORY MATCHING 423992 6% 23% 52 Search HISTORY+MATCHING Search HISTORY+MATCHING
5 TRANSIOGRAM 313349 1% 100% 9 Search TRANSIOGRAM Search TRANSIOGRAM
6 FACIES MODELING 294190 1% 65% 13 Search FACIES+MODELING Search FACIES+MODELING
7 MULTIPLE POINT SIMULATION 256373 1% 82% 9 Search MULTIPLE+POINT+SIMULATION Search MULTIPLE+POINT+SIMULATION
8 PLURIGAUSSIAN SIMULATION 247582 1% 89% 8 Search PLURIGAUSSIAN+SIMULATION Search PLURIGAUSSIAN+SIMULATION
9 GEOSTATISTICAL SIMULATION 234014 3% 31% 22 Search GEOSTATISTICAL+SIMULATION Search GEOSTATISTICAL+SIMULATION
10 CONDITIONAL SIMULATION 211674 3% 20% 30 Search CONDITIONAL+SIMULATION Search CONDITIONAL+SIMULATION

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 LI, X , MARIETHOZ, G , LU, DT , LINDE, N , (2016) PATCH-BASED ITERATIVE CONDITIONAL GEOSTATISTICAL SIMULATION USING GRAPH CUTS.WATER RESOURCES RESEARCH. VOL. 52. ISSUE 8. P. 6297 -6320 47 81% 0
2 MAHMUD, K , MARIETHOZ, G , CAERS, J , TAHMASEBI, P , BAKER, A , (2014) SIMULATION OF EARTH TEXTURES BY CONDITIONAL IMAGE QUILTING.WATER RESOURCES RESEARCH. VOL. 50. ISSUE 4. P. 3088 -3107 35 76% 15
3 LINDE, N , RENARD, P , MUKERJI, T , CAERS, J , (2015) GEOLOGICAL REALISM IN HYDROGEOLOGICAL AND GEOPHYSICAL INVERSE MODELING: A REVIEW.ADVANCES IN WATER RESOURCES. VOL. 86. ISSUE . P. 86 -101 61 43% 2
4 DE IACO, S , (2013) ON THE USE OF DIFFERENT METRICS FOR ASSESSING COMPLEX PATTERN REPRODUCTIONS.JOURNAL OF APPLIED STATISTICS. VOL. 40. ISSUE 4. P. 808 -822 25 96% 2
5 MARIETHOZ, G , LEFEBVRE, S , (2014) BRIDGES BETWEEN MULTIPLE-POINT GEOSTATISTICS AND TEXTURE SYNTHESIS: REVIEW AND GUIDELINES FOR FUTURE RESEARCH.COMPUTERS & GEOSCIENCES. VOL. 66. ISSUE . P. 66 -80 43 49% 14
6 STRAUBHAAR, J , RENARD, P , MARIETHOZ, G , (2016) CONDITIONING MULTIPLE-POINT STATISTICS SIMULATIONS TO BLOCK DATA.SPATIAL STATISTICS. VOL. 16. ISSUE . P. 53 -71 24 92% 0
7 MARIETHOZ, G , STRAUBHAAR, J , RENARD, P , CHUGUNOVA, T , BIVER, P , (2015) CONSTRAINING DISTANCE-BASED MULTIPOINT SIMULATIONS TO PROPORTIONS AND TRENDS.ENVIRONMENTAL MODELLING & SOFTWARE. VOL. 72. ISSUE . P. 184 -197 29 76% 0
8 GARDET, C , LE RAVALEC, M , GLOAGUEN, E , (2016) PATTERN-BASED CONDITIONAL SIMULATION WITH A RASTER PATH: A FEW TECHNIQUES TO MAKE IT MORE EFFICIENT.STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. VOL. 30. ISSUE 2. P. 429 -446 22 92% 0
9 MUSTAPHA, H , CHATTERJEE, S , DIMITRAKOPOULOS, R , (2014) CDFSIM: EFFICIENT STOCHASTIC SIMULATION THROUGH DECOMPOSITION OF CUMULATIVE DISTRIBUTION FUNCTIONS OF TRANSFORMED SPATIAL PATTERNS.MATHEMATICAL GEOSCIENCES. VOL. 46. ISSUE 1. P. 95-123 21 95% 1
10 DE ALMEIDA, JA , (2010) STOCHASTIC SIMULATION METHODS FOR CHARACTERIZATION OF LITHOCLASSES IN CARBONATE RESERVOIRS.EARTH-SCIENCE REVIEWS. VOL. 101. ISSUE 3-4. P. 250 -270 23 92% 8

Classes with closest relation at Level 1


Rank Class id link
1 9551 HYDRAULIC TOMOGRAPHY//WATER RESOURCES RESEARCH//INVERSE MODELING
2 28289 STREAMLINE SIMULATION//VISCOUS DOMINANT REGIME//ADVECTION DISPERSION RATIO
3 28505 CONDITIONAL BIASES//LOCALIZED UNIFORM CONDITIONING//UNIFORM CONDITIONING
4 17935 WELL PLACEMENT//PRODUCTION OPTIMIZATION//CAPACITANCE RESISTANCE MODEL
5 31329 PROBE PERMEAMETRY//TRANSFER FUNCTION NOISE//INTER YEARLY VARIABILITY
6 3653 MATHEMATICAL GEOLOGY//VARIOGRAM//KRIGING
7 29719 ROOFING SLATE//CUMULATIVE SEMIVARIOGRAM//POINT CUMULATIVE SEMIVARIOGRAM
8 30394 MULTIVARIATE INDICATOR KRIGING//ECOTOXICOL MODELING//INDICATOR KRIGING
9 1494 WATER RESOURCES RESEARCH//LIMNOLOGY//MACRODISPERSION
10 32539 BME//BAYESIAN MAXIMUM ENTROPY//ENVIRONM MODELLING PROGRAM

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