Class information for:
Level 1: UMR 5576//ECOL VERTEBRATE ZOOL//ECOLOGICAL INFORMATICS

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
17099 617 38.5 51%


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
4 4 ENVIRONMENTAL SCIENCES//GEOSCIENCES, MULTIDISCIPLINARY//METEOROLOGY & ATMOSPHERIC SCIENCES 1766162
14 3       OCEANOGRAPHY//JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS//JOURNAL OF PHYSICAL OCEANOGRAPHY 127273
733 2             LIMNOLOGY//EUTROPHICATION//PHYTOPLANKTON 12598
17099 1                   UMR 5576//ECOL VERTEBRATE ZOOL//ECOLOGICAL INFORMATICS 617

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 UMR 5576 address 269831 3% 32% 17
2 ECOL VERTEBRATE ZOOL address 250676 5% 17% 29
3 ECOLOGICAL INFORMATICS journal 213761 9% 8% 55
4 ECOLOGICAL MODELLING journal 206594 28% 2% 175
5 KOHONEN ARTIFICIAL NEURAL NETWORK authKW 178155 1% 60% 6
6 CESAC address 168897 3% 21% 16
7 LADYBIO address 154639 2% 31% 10
8 CONNECTION WEIGHTS authKW 131967 1% 67% 4
9 LAKE CATEGORIES authKW 111348 0% 75% 3
10 BIOSCI ENGN AGR SCI address 98978 0% 100% 2

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 Ecology 9610 44% 0% 274
2 Environmental Sciences 1122 22% 0% 134
3 Limnology 946 5% 0% 30
4 Marine & Freshwater Biology 911 12% 0% 73
5 Computer Science, Interdisciplinary Applications 422 8% 0% 47
6 Water Resources 386 7% 0% 45
7 Fisheries 382 5% 0% 32
8 Engineering, Environmental 345 6% 0% 40
9 Computer Science, Artificial Intelligence 88 4% 0% 23
10 Agriculture, Multidisciplinary 49 2% 0% 14

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 UMR 5576 269831 3% 32% 17
2 ECOL VERTEBRATE ZOOL 250676 5% 17% 29
3 CESAC 168897 3% 21% 16
4 LADYBIO 154639 2% 31% 10
5 BIOSCI ENGN AGR SCI 98978 0% 100% 2
6 GUM JEONG GU 98978 0% 100% 2
7 ENVIRONM TOXICOL AQUAT ECOL 87943 4% 7% 27
8 DIDACT BIOL BIO ERS STUDIES 65984 0% 67% 2
9 ECOSYST SCI GRP 65984 0% 67% 2
10 KERMIT UNIT KNOWLEDGE BASED SYST 65984 0% 67% 2

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 ECOLOGICAL INFORMATICS 213761 9% 8% 55
2 ECOLOGICAL MODELLING 206594 28% 2% 175
3 ENVIRONMENTAL MODELLING & SOFTWARE 7692 3% 1% 21
4 HARVARD ARCHITECTURE REVIEW 4947 0% 10% 1
5 JOURNAL OF HYDROINFORMATICS 3811 1% 1% 7
6 AQUATIC ECOLOGY 2504 1% 1% 6
7 JOURNAL OF ENVIRONMENTAL INFORMATICS 2482 1% 1% 4
8 PADDY AND WATER ENVIRONMENT 2256 1% 1% 5
9 ANNALES DE LIMNOLOGIE-INTERNATIONAL JOURNAL OF LIMNOLOGY 1624 1% 1% 5
10 KNOWLEDGE AND MANAGEMENT OF AQUATIC ECOSYSTEMS 1274 0% 1% 3

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 KOHONEN ARTIFICIAL NEURAL NETWORK 178155 1% 60% 6 Search KOHONEN+ARTIFICIAL+NEURAL+NETWORK Search KOHONEN+ARTIFICIAL+NEURAL+NETWORK
2 CONNECTION WEIGHTS 131967 1% 67% 4 Search CONNECTION+WEIGHTS Search CONNECTION+WEIGHTS
3 LAKE CATEGORIES 111348 0% 75% 3 Search LAKE+CATEGORIES Search LAKE+CATEGORIES
4 ECOLOGICAL MODELLING 110852 4% 10% 22 Search ECOLOGICAL+MODELLING Search ECOLOGICAL+MODELLING
5 CHLOROPHYLL A PREDICTION 98978 0% 100% 2 Search CHLOROPHYLL+A+PREDICTION Search CHLOROPHYLL+A+PREDICTION
6 DEEP AND LARGE RESERVOIRS 98978 0% 100% 2 Search DEEP+AND+LARGE+RESERVOIRS Search DEEP+AND+LARGE+RESERVOIRS
7 NON SUPERVISED ARTIFICIAL NEURAL NETWORKS 98978 0% 100% 2 Search NON+SUPERVISED+ARTIFICIAL+NEURAL+NETWORKS Search NON+SUPERVISED+ARTIFICIAL+NEURAL+NETWORKS
8 PREDATORY ACULEATA 98978 0% 100% 2 Search PREDATORY+ACULEATA Search PREDATORY+ACULEATA
9 RICE INVERTEBRATES 98978 0% 100% 2 Search RICE+INVERTEBRATES Search RICE+INVERTEBRATES
10 SALMO OO 98978 0% 100% 2 Search SALMO+OO Search SALMO+OO

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 DEDECKER, AP , GOETHALS, PLM , GABRIELS, W , DE PAUW, N , (2004) OPTIMIZATION OF ARTIFICIAL NEURAL NETWORK (ANN) MODEL DESIGN FOR PREDICTION OF MACROINVERTEBRATES IN THE ZWALM RIVER BASIN (FLANDERS, BELGIUM).ECOLOGICAL MODELLING. VOL. 174. ISSUE 1-2. P. 161-173 24 75% 58
2 MOUTON, AM , DEDECKER, AP , LEK, S , GOETHALS, PLM , (2010) SELECTING VARIABLES FOR HABITAT SUITABILITY OF ASELLUS (CRUSTACEA, ISOPODA) BY APPLYING INPUT VARIABLE CONTRIBUTION METHODS TO ARTIFICIAL NEURAL NETWORK MODELS.ENVIRONMENTAL MODELING & ASSESSMENT. VOL. 15. ISSUE 1. P. 65 -79 22 67% 13
3 OLDEN, JD , JACKSON, DA , (2002) ILLUMINATING THE "BLACK BOX": A RANDOMIZATION APPROACH FOR UNDERSTANDING VARIABLE CONTRIBUTIONS IN ARTIFICIAL NEURAL NETWORKS.ECOLOGICAL MODELLING. VOL. 154. ISSUE 1-2. P. 135 -150 23 61% 241
4 OZESMI, SL , TAN, CO , OZESMI, U , (2006) METHODOLOGICAL ISSUES IN BUILDING, TRAINING, AND TESTING ARTIFICIAL NEURAL NETWORKS IN ECOLOGICAL APPLICATIONS.ECOLOGICAL MODELLING. VOL. 195. ISSUE 1-2. P. 83-93 21 66% 66
5 GOETHALS, PLM , DEDECKER, AP , GABRIELS, W , LEK, S , DE PAUW, N , (2007) APPLICATIONS OF ARTIFICIAL NEURAL NETWORKS PREDICTING MACROINVERTEBRATES IN FRESHWATERS.AQUATIC ECOLOGY. VOL. 41. ISSUE 3. P. 491 -508 33 40% 39
6 DEDECKER, AP , GOETHALS, PLM , D'HEYGERE, T , GEVREY, M , LEK, S , DE PAUW, N , (2005) APPLICATION OF ARTIFICIAL NEURAL NETWORK MODELS TO ANALYSE THE RELATIONSHIPS BETWEEN GAMMARUS PULEX L. (CRUSTACEA, AMPHIPODA) AND RIVER CHARACTERISTICS.ENVIRONMENTAL MONITORING AND ASSESSMENT. VOL. 111. ISSUE 1-3. P. 223-241 23 64% 21
7 LEE, G , OTHMAN, F , IBRAHIM, S , JANG, M , (2016) DETERMINATION OF THE FORECASTING-MODEL PARAMETERS BY STATISTICAL ANALYSIS FOR DEVELOPMENT OF ALGAE WARNING SYSTEM.DESALINATION AND WATER TREATMENT. VOL. 57. ISSUE 55. P. 26773 -26782 21 53% 0
8 KRUK, A , PENCZAK, T , (2013) NATURAL REGENERATION OF FISH ASSEMBLAGES IN THE PILICA RIVER AFTER A REDUCTION OF POINT-SOURCE POLLUTION.RIVER RESEARCH AND APPLICATIONS. VOL. 29. ISSUE 4. P. 502-511 18 62% 7
9 TIRELLI, T , GAMBA, M , PESSANI, D , (2012) SUPPORT VECTOR MACHINES TO MODEL PRESENCE/ABSENCE OF ALBURNUS ALBURNUS ALBORELLA (TELEOSTEA, CYPRINIDAE) IN NORTH-WESTERN ITALY: COMPARISON WITH OTHER MACHINE LEARNING TECHNIQUES.COMPTES RENDUS BIOLOGIES. VOL. 335. ISSUE 10-11. P. 680 -686 25 45% 2
10 ADAMCZYK, JJ , KURZAC, M , PARK, YS , KRUK, A , (2013) APPLICATION OF A KOHONEN'S SELF-ORGANIZING MAP FOR EVALUATION OF LONG-TERM CHANGES IN FOREST VEGETATION.JOURNAL OF VEGETATION SCIENCE. VOL. 24. ISSUE 2. P. 405-414 18 58% 3

Classes with closest relation at Level 1


Rank Class id link
1 2748 ARTIFICIAL NEURAL NETWORK//FLOOD FORECASTING//STREAMFLOW FORECASTING
2 29886 ARCVIEW SOFTWARE//KAMLA MILLS//SUSTAINABLE BUSINESS SOLUT
3 7246 ENVIRONMENTAL FLOWS//HYDROLOGIC ALTERATION//RIVER RESEARCH AND APPLICATIONS
4 31229 DYNAMIC FACTOR ANALYSIS//WILD LIFE F HWATER FISHERIES//AGRICULTURAL DIFFUSE LOADS
5 391 MACROINVERTEBRATES//BIOASSESSMENT//BENTHIC MACROINVERTEBRATES
6 14770 AKINETES//MICROCYSTIS//LAKE TAIHU
7 36198 LYNGBYA WOLLEI//WATER SCI TECHNOL BRANCH//ALGAE PARTICLES
8 31354 CE QUAL W2//KARKHEH RESERVOIR//CE QUAL W2 MODEL
9 35094 AGR OURCE ENVIRONM SYST//SAFE MINIMUM STANDARD//MULTIPLE ATTRIBUTE EVALUATION
10 12844 POINT ABUNDANCE SAMPLING//0FISH//FOLIA ZOOLOGICA

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