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![Page 1: Integrating past, present, and projected future biological and environmental data to facilitate innovative global change biology research.](https://reader035.fdocuments.in/reader035/viewer/2022070415/5697bff31a28abf838cbc28e/html5/thumbnails/1.jpg)
Integrating past, present, and projected future biological and environmental data to facilitate innovative global change biology research
![Page 2: Integrating past, present, and projected future biological and environmental data to facilitate innovative global change biology research.](https://reader035.fdocuments.in/reader035/viewer/2022070415/5697bff31a28abf838cbc28e/html5/thumbnails/2.jpg)
Leveraging UC Berkeley’s exceptional resourcesBerkeley Natural History Museums• Insects (and their kin)
– 6.5 Million specimens (<2.5% digitized)
• Fossils– 6.5 Million specimens (<5% digitized)
• Vertebrates – 677,000 specimens (100% digitized)
• Plants– 2.2 Million specimens (16% digitized)
Time scale
1800s present
![Page 3: Integrating past, present, and projected future biological and environmental data to facilitate innovative global change biology research.](https://reader035.fdocuments.in/reader035/viewer/2022070415/5697bff31a28abf838cbc28e/html5/thumbnails/3.jpg)
Leveraging UC Berkeley’s exceptional resourcesBerkeley Field Stations• Biological observations
– Species checklists– Field notes– Photographs
• Microclimate sensor arrays– Over 4 million measurements– 48 variables
Time scale
1900s present
![Page 4: Integrating past, present, and projected future biological and environmental data to facilitate innovative global change biology research.](https://reader035.fdocuments.in/reader035/viewer/2022070415/5697bff31a28abf838cbc28e/html5/thumbnails/4.jpg)
Leveraging UC Berkeley’s exceptional resourcesWieslander Vegetation Type Mapping• Plot data
– Vegetation data for 18,000+ plots• Polygon data
– Dominant vegetation mapped • Photographs
– ~3100 black and white photos• Specimens
– ~22,000 specimens collected
Time scale
1928 1942
Kelly et al. 2005
![Page 5: Integrating past, present, and projected future biological and environmental data to facilitate innovative global change biology research.](https://reader035.fdocuments.in/reader035/viewer/2022070415/5697bff31a28abf838cbc28e/html5/thumbnails/5.jpg)
Leveraging UC Berkeley’s exceptional resourcesSediment Cores• Climatic, floristic, entomological
and fire history data from ~50 cores, including Clear Lake
Time scale
130,000 ya present
![Page 6: Integrating past, present, and projected future biological and environmental data to facilitate innovative global change biology research.](https://reader035.fdocuments.in/reader035/viewer/2022070415/5697bff31a28abf838cbc28e/html5/thumbnails/6.jpg)
Pulling data from external sourcesFreely-available baselayers
• Climate
• Land cover
• Topography
• Geology
• Soils
• Fire frequency
• Nature reserves
More biological observations• Biocollections from
around the State
• Photographs and additional observations collected by various users
![Page 7: Integrating past, present, and projected future biological and environmental data to facilitate innovative global change biology research.](https://reader035.fdocuments.in/reader035/viewer/2022070415/5697bff31a28abf838cbc28e/html5/thumbnails/7.jpg)
• Users can access data and its metadata via our Online Portal, Holos. Holos comes with built-in searching, charting, visualization and analysis tools
• The Data API’s open framework allows third-party developers to write their own tools.
Integrating data within Holos