Proceedings of the 8th International Workshop on Climate Informatics: CI 2018

• Other Authors: Chen, Chen (editor), Cooley, Dan (editor), Runge, Jakob (editor), Szekely, Eniko (editor), Ebert-Uphoff, Imme (editor of compilation), Hammerling, Dorit (editor of compilation), Monteleoni, Claire (editor of compilation), Nychka, Douglas (editor of compilation), Acharya, Nachiketa (contributor), Albert, Adrian (contributor), Anderson, Chuck (contributor), Ayed, Ibrahim (contributor), Baker, Allison (contributor), Banerjee, Arindam (contributor), Baño-Medina, Jorge (contributor), Barnes, Elizabeth (contributor), Bedia, Joaquín (contributor), Beusch, Lea (contributor), Brajard, Julien (contributor), Braverman, Amy (contributor), Bresch, David N. (contributor), Charantonis, Anastase (contributor), Charpiat, Guillaume (contributor), Chatterjee, Singdhansu (contributor), Chattopadhyay, Ashesh (contributor), Chen, Chen (contributor), Cofiño, Antonio (contributor), Cooley, Dan (contributor), Csatho, Beata (contributor), Cubasch, Ulrich (contributor), de Bézenac, Emmanuel (contributor), Denzler, Joachim (contributor), Doutriaux, Charles (contributor), Dugan, Hilary (contributor), Ebert-Uphoff, Imme (contributor), Eyring, Veronika (contributor), Feldman, Daniel (contributor), Fernández, Jesús (contributor), Frías, María Dolores (contributor), Gagne, III, David John (contributor), Gallinari, Patrick (contributor), Gangopadhyay, Aryya (contributor), Ganguly, Sangram (contributor), Giffard-Roisin, Sophie (contributor), Gleckler, Peter (contributor), Glymour, Madelyn (contributor), Glymour, Clark (contributor), Gobbert, Matthias K. (contributor), Gong, Kaibo (contributor), Guanche, Yanira (contributor)
• Format: Report
• Language: English
• Published: 2018
• Subjects: Tropical cyclonesEARTH SCIENCE:ATMOSPHERE:WEATHER EVENTS:TROPICAL CYCLONES; Tropical cyclones > 06180441-d4bb-4fed-b36a-9b3cb2cac0fe EARTH SCIENCE:ATMOSPHERE:WEATHER EVENTS:TROPICAL CYCLONES; Tropical cyclonesEARTH SCIENCE:HUMAN DIMENSIONS:NATURAL HAZARDS:TROPICAL CYCLONES; Tropical cyclones > 00fc45e0-400d-4024-a82a-4d6544735f64 EARTH SCIENCE:HUMAN DIMENSIONS:NATURAL HAZARDS:TROPICAL CYCLONES; Sea surface temperatureEARTH SCIENCE:OCEANS:OCEAN TEMPERATURE:SEA SURFACE TEMPERATURE; Sea surface temperature > bd24a9a9-7d52-4c29-b2a0-6cefd216ae78 EARTH SCIENCE:OCEANS:OCEAN TEMPERATURE:SEA SURFACE TEMPERATURE; SocioeconomicsEARTH SCIENCE:HUMAN DIMENSIONS:SOCIOECONOMICS; Socioeconomics > a96e6cd6-0f35-491d-8198-7551d03e1cbc EARTH SCIENCE:HUMAN DIMENSIONS:SOCIOECONOMICS; Global change responsesEARTH SCIENCE:HUMAN DIMENSIONS:GLOBAL CHANGE RESPONSES; Global change responses > f69374fe-eda2-4223-b130-096220251235 EARTH SCIENCE:HUMAN DIMENSIONS:GLOBAL CHANGE RESPONSES; Data visualizationEARTH SCIENCE SERVICES:DATA ANALYSIS AND VISUALIZATION:DATA VISUALIZATION; Data visualization > f4c2557c-e958-4ea4-b7fb-249469f2c0db EARTH SCIENCE SERVICES:DATA ANALYSIS AND VISUALIZATION:DATA VISUALIZATION; Compound extreme eventsEARTH SCIENCE:CLIMATE INDICATORS:ATMOSPHERIC/OCEAN INDICATORS:COMPOUND EXTREME EVENTS; Compound extreme events > 83e9ddee-5887-4758-a3ba-5cb17a7d4ed5 EARTH SCIENCE:CLIMATE INDICATORS:ATMOSPHERIC/OCEAN INDICATORS:COMPOUND EXTREME EVENTS; Extreme weatherEARTH SCIENCE:CLIMATE INDICATORS:ATMOSPHERIC/OCEAN INDICATORS:EXTREME WEATHER; Extreme weather > b29b46ad-f05f-4144-b965-5f606ce96963 EARTH SCIENCE:CLIMATE INDICATORS:ATMOSPHERIC/OCEAN INDICATORS:EXTREME WEATHER; Statistical applicationsEARTH SCIENCE SERVICES:DATA ANALYSIS AND VISUALIZATION:STATISTICAL APPLICATIONS; Statistical applications > 997dc5a6-d83f-4d59-8c5a-1d901b069830 EARTH SCIENCE SERVICES:DATA ANALYSIS AND VISUALIZATION:STATISTICAL APPLICATIONS; Dust/ash/smokeEARTH SCIENCE:ATMOSPHERE:AEROSOLS:DUST/ASH/SMOKE; Dust/ash/smoke > 1b6342c6-315b-4f4f-b4e3-d6902aaa3e85 EARTH SCIENCE:ATMOSPHERE:AEROSOLS:DUST/ASH/SMOKE; Coupled climate modelsEARTH SCIENCE SERVICES:MODELS:COUPLED CLIMATE MODELS; Coupled climate models > c5b13fa4-0069-40ce-85cb-bfbab34c2058 EARTH SCIENCE SERVICES:MODELS:COUPLED CLIMATE MODELS; El nino southern oscillation (enso)EARTH SCIENCE:CLIMATE INDICATORS:ATMOSPHERIC/OCEAN INDICATORS:TELECONNECTIONS:EL NINO SOUTHERN OSCILLATION (ENSO); El nino southern oscillation (enso) > 095a05c0-6220-4abd-9c1b-c4504a092d7d EARTH SCIENCE:CLIMATE INDICATORS:ATMOSPHERIC/OCEAN INDICATORS:TELECONNECTIONS:EL NINO SOUTHERN OSCILLATION (ENSO); Glacier/ice sheet topographyEARTH SCIENCE:CLIMATE INDICATORS:CRYOSPHERIC INDICATORS:GLACIAL MEASUREMENTS:GLACIER/ICE SHEET TOPOGRAPHY; Glacier/ice sheet topography > c3e4d439-bbb0-48c9-89eb-57d3a330627a EARTH SCIENCE:CLIMATE INDICATORS:CRYOSPHERIC INDICATORS:GLACIAL MEASUREMENTS:GLACIER/ICE SHEET TOPOGRAPHY; Water temperatureEARTH SCIENCE:TERRESTRIAL HYDROSPHERE:WATER QUALITY/WATER CHEMISTRY:WATER CHARACTERISTICS:WATER TEMPERATURE; Water temperature > 61594015-4ab4-4b38-ae4f-e31a4757b065 EARTH SCIENCE:TERRESTRIAL HYDROSPHERE:WATER QUALITY/WATER CHEMISTRY:WATER CHARACTERISTICS:WATER TEMPERATURE; ChlorophyllEARTH SCIENCE:OCEANS:OCEAN CHEMISTRY:CHLOROPHYLL; Chlorophyll > 7989eae1-8ea3-4039-af0c-9130de145449 EARTH SCIENCE:OCEANS:OCEAN CHEMISTRY:CHLOROPHYLL; MonsoonsEARTH SCIENCE:ATMOSPHERE:WEATHER EVENTS:MONSOONS; Monsoons > a6212424-1146-4a79-a14c-8ce88543b08b EARTH SCIENCE:ATMOSPHERE:WEATHER EVENTS:MONSOONS; CumulusEARTH SCIENCE:ATMOSPHERE:CLOUDS:CONVECTIVE CLOUDS/SYSTEMS (OBSERVED/ANALYZED):CUMULUS; Cumulus > e1dff4d5-2e5b-46e7-9804-9de29fdb36d9 EARTH SCIENCE:ATMOSPHERE:CLOUDS:CONVECTIVE CLOUDS/SYSTEMS (OBSERVED/ANALYZED):CUMULUS; IrrigationEARTH SCIENCE:HUMAN DIMENSIONS:HABITAT CONVERSION/FRAGMENTATION:IRRIGATION; Irrigation > 59b3849e-6704-402f-9a3e-512db10c2f51 EARTH SCIENCE:HUMAN DIMENSIONS:HABITAT CONVERSION/FRAGMENTATION:IRRIGATION; Ice Sheet
• Online Access: https://doi.org/10.5065/D6BZ64XQ

Climate informatics is an emerging research area that combines the fields of climate science and data science (specifically machine learning, data mining and statistics) to accelerate scientific discovery in climate science. The annual climate informatics workshop, held at NCAR's Mesa Lab since 2012, promotes new collaborations and discusses new methods and directions for this emerging field. This year's proceedings contain 33 peer-reviewed short papers presented at the workshop, which describe many new methods and advances in the field. Making these papers available to all interested researchers is essential to maximize further advances in this important field.