Class information for:
Level 1: DEEP UNCERTAINTY//SCENARIO DISCOVERY//ADAPTIVE POLICYMAKING

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
28182 212 43.7 34%


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
96 3       ENVIRONMENTAL STUDIES//ENERGY POLICY//ENVIRONMENTAL SCIENCES 76325
2919 2             FUTURES//FORESIGHT//TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE 2758
28182 1                   DEEP UNCERTAINTY//SCENARIO DISCOVERY//ADAPTIVE POLICYMAKING 212

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 DEEP UNCERTAINTY authKW 1858382 11% 56% 23
2 SCENARIO DISCOVERY authKW 1431870 6% 76% 13
3 ADAPTIVE POLICYMAKING authKW 1060617 4% 82% 9
4 ROBUST DECISION MAKING authKW 933323 8% 36% 18
5 EXPLORATORY MODELING AND ANALYSIS authKW 705767 3% 70% 7
6 ADAPTATION TIPPING POINTS authKW 576140 2% 100% 4
7 AIRPORT STRATEGIC PLANNING authKW 288070 1% 100% 2
8 DYNAMIC ADAPTIVE POLICY PATHWAYS authKW 288070 1% 100% 2
9 PERSPECTIVES ON WATER authKW 288070 1% 100% 2
10 ROBUST ADAPTIVE PLANNING authKW 288070 1% 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 Planning & Development 1733 12% 0% 26
2 Environmental Studies 1665 16% 0% 34
3 Environmental Sciences 1078 35% 0% 74
4 Transportation 484 5% 0% 10
5 Water Resources 477 13% 0% 28
6 Business 475 9% 0% 19
7 Meteorology & Atmospheric Sciences 369 12% 0% 26
8 Engineering, Civil 272 10% 0% 22
9 Engineering, Environmental 268 9% 0% 20
10 Computer Science, Interdisciplinary Applications 257 10% 0% 21

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 AUBURN MODELING SIMULAT 144035 0% 100% 1
2 CHIEF ECONOMIST OFF SUSTAINABLE DEV 144035 0% 100% 1
3 CONSTRUCT ENGN SCI 144035 0% 100% 1
4 ENERGY WATER ENVIRONM ENSE3 144035 0% 100% 1
5 ENVIRONM SCI PROGRAMME PROCAM IEE 144035 0% 100% 1
6 F H WATER 144035 0% 100% 1
7 FLOOD ILIENCE URBAN SYST 144035 0% 100% 1
8 FORUM CLIMATE GLOBAL CHANGE 144035 0% 100% 1
9 MAORI ENVIRONM 144035 0% 100% 1
10 SYST INNOVAT INFOMRAT 144035 0% 100% 1

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 JOURNAL OF WATER AND CLIMATE CHANGE 27342 3% 3% 7
2 ENVIRONMENTAL MODELLING & SOFTWARE 9976 7% 0% 14
3 TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE 9895 7% 0% 14
4 CLIMATIC CHANGE 9284 8% 0% 16
5 PROCEEDINGS OF THE INSTITUTION OF CIVIL ENGINEERS-ENERGY 6258 1% 2% 2
6 TRANSPORTATION PLANNING AND TECHNOLOGY 5807 2% 1% 5
7 EUROPEAN JOURNAL OF TRANSPORT AND INFRASTRUCTURE RESEARCH 5582 1% 1% 3
8 PROCEEDINGS OF THE INSTITUTION OF CIVIL ENGINEERS-MUNICIPAL ENGINEER 5183 2% 1% 4
9 JOURNAL OF FLOOD RISK MANAGEMENT 5058 1% 1% 3
10 ENVIRONMENTAL SCIENCE & POLICY 3411 3% 0% 6

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 DEEP UNCERTAINTY 1858382 11% 56% 23 Search DEEP+UNCERTAINTY Search DEEP+UNCERTAINTY
2 SCENARIO DISCOVERY 1431870 6% 76% 13 Search SCENARIO+DISCOVERY Search SCENARIO+DISCOVERY
3 ADAPTIVE POLICYMAKING 1060617 4% 82% 9 Search ADAPTIVE+POLICYMAKING Search ADAPTIVE+POLICYMAKING
4 ROBUST DECISION MAKING 933323 8% 36% 18 Search ROBUST+DECISION+MAKING Search ROBUST+DECISION+MAKING
5 EXPLORATORY MODELING AND ANALYSIS 705767 3% 70% 7 Search EXPLORATORY+MODELING+AND+ANALYSIS Search EXPLORATORY+MODELING+AND+ANALYSIS
6 ADAPTATION TIPPING POINTS 576140 2% 100% 4 Search ADAPTATION+TIPPING+POINTS Search ADAPTATION+TIPPING+POINTS
7 AIRPORT STRATEGIC PLANNING 288070 1% 100% 2 Search AIRPORT+STRATEGIC+PLANNING Search AIRPORT+STRATEGIC+PLANNING
8 DYNAMIC ADAPTIVE POLICY PATHWAYS 288070 1% 100% 2 Search DYNAMIC+ADAPTIVE+POLICY+PATHWAYS Search DYNAMIC+ADAPTIVE+POLICY+PATHWAYS
9 PERSPECTIVES ON WATER 288070 1% 100% 2 Search PERSPECTIVES+ON+WATER Search PERSPECTIVES+ON+WATER
10 ROBUST ADAPTIVE PLANNING 288070 1% 100% 2 Search ROBUST+ADAPTIVE+PLANNING Search ROBUST+ADAPTIVE+PLANNING

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 KWAKKEL, JH , HAASNOOT, M , WALKER, WE , (2016) COMPARING ROBUST DECISION-MAKING AND DYNAMIC ADAPTIVE POLICY PATHWAYS FOR MODEL-BASED DECISION SUPPORT UNDER DEEP UNCERTAINTY.ENVIRONMENTAL MODELLING & SOFTWARE. VOL. 86. ISSUE . P. 168 -183 38 72% 0
2 WALKER, WE , HAASNOOT, M , KWAKKEL, JH , (2013) ADAPT OR PERISH: A REVIEW OF PLANNING APPROACHES FOR ADAPTATION UNDER DEEP UNCERTAINTY.SUSTAINABILITY. VOL. 5. ISSUE 3. P. 955-979 22 58% 51
3 HAASNOOT, M , KWAKKEL, JH , WALKER, WE , TER MAAT, J , (2013) DYNAMIC ADAPTIVE POLICY PATHWAYS: A METHOD FOR CRAFTING ROBUST DECISIONS FOR A DEEPLY UNCERTAIN WORLD.GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND POLICY DIMENSIONS. VOL. 23. ISSUE 2. P. 485-498 17 50% 99
4 KWAKKEL, JH , CUNNINGHAM, SC , (2016) IMPROVING SCENARIO DISCOVERY BY BAGGING RANDOM BOXES.TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE. VOL. 111. ISSUE . P. 124 -134 21 57% 0
5 MAIER, HR , GUILLAUME, JHA , VAN DELDEN, H , RIDDELL, GA , HAASNOOT, M , KWAKKEL, JH , (2016) AN UNCERTAIN FUTURE, DEEP UNCERTAINTY, SCENARIOS, ROBUSTNESS AND ADAPTATION: HOW DO THEY FIT TOGETHER?.ENVIRONMENTAL MODELLING & SOFTWARE. VOL. 81. ISSUE . P. 154 -164 24 29% 4
6 KWAKKEL, JH , JAXA-ROZEN, M , (2016) IMPROVING SCENARIO DISCOVERY FOR HANDLING HETEROGENEOUS UNCERTAINTIES AND MULTINOMIAL CLASSIFIED OUTCOMES.ENVIRONMENTAL MODELLING & SOFTWARE. VOL. 79. ISSUE . P. 311 -321 9 75% 3
7 YZER, JR , WALKER, WE , MARCHAU, VAWJ , KWAKKEL, JH , (2014) DYNAMIC ADAPTIVE POLICIES: A WAY TO IMPROVE THE COST-BENEFIT PERFORMANCE OF MEGAPROJECTS?.ENVIRONMENT AND PLANNING B-PLANNING & DESIGN. VOL. 41. ISSUE 4. P. 594 -612 12 67% 1
8 OFFERMANS, A , VALKERING, P , (2016) SOCIALLY ROBUST RIVER MANAGEMENT: ROLE OF PERSPECTIVE DEPENDENT ACCEPTABILITY THRESHOLDS.JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT. VOL. 142. ISSUE 2. P. - 9 82% 0
9 GROVES, DG , BLOOM, E , LEMPERT, RJ , FISCHBACH, JR , NEVILLS, J , GOSHI, B , (2015) DEVELOPING KEY INDICATORS FOR ADAPTIVE WATER PLANNING.JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT. VOL. 141. ISSUE 7. P. - 10 67% 7
10 HADKA, D , HERMAN, J , REED, P , KELLER, K , (2015) AN OPEN SOURCE FRAMEWORK FOR MANY-OBJECTIVE ROBUST DECISION MAKING.ENVIRONMENTAL MODELLING & SOFTWARE. VOL. 74. ISSUE . P. 114 -129 17 39% 5

Classes with closest relation at Level 1


Rank Class id link
1 5772 FUTURES//FORESIGHT//SCENARIO PLANNING
2 6506 CLIMATE CHANGE//SLURP//CLIMATE ATMOSPHER SCI PHYS OCEANOG
3 32944 ASH SALT//WITOTO//ABP MARINE ENVIRONM
4 28061 INTELLIGENT SPEED ADAPTATION//CRASH AVOIDANCE TECHNOLOGY//SAFE SPEED
5 862 ADAPTIVE CAPACITY//VULNERABILITY//CLIMATE AND DEVELOPMENT
6 32203 CLIMATE CIVIL SYST//BIOPHYSICAL AND ECONOMIC OUTCOMES//CHOOSER OPTION
7 2090 INTEGRATED ASSESSMENT MODELS//CLIMATE POLICY//JOINT GLOBAL CHANGE
8 36817 WATER OPERATOR PARTNERSHIPS//BOTTOM UP VERSUS TOP DOWN VIEWS//BRANTAS BENGAWAN SOLO RIVER BASIN MANAGEMENT AG
9 8460 SYSTEM DYNAMICS REVIEW//SYSTEM DYNAMICS//SYST DYNAM GRP
10 19623 RISK MANAGEMENT ENGN SYST//RISK PERSPECTIVES//RISK MANAGEMENT SOCIETAL SAFETY

Go to start page