For this analysis, we limited the dataset to live-born infants with successful linkage to maternal and infant HCAI summaries (∼91%), which was further limited to singleton births between 22 and 44 weeks of gestation. Additionally, infants born from 2014 through 2018 were included, for a ...
34.A display unit configured to operate as a node of an arrayed display system which can be formed of a plurality of the display units physically mounted adjacent to each other in a tiled layout, the display unit comprising:a housing;an image display device connected to the housing;at least...
Exploratory Data Visualization/Analysis4. Correlations5. Preprocessing6. Preparing Dataset7. ModellingVIFLassoRidge8. Evaluation License This Notebook has been released under the Apache 2.0 open source license. Continue exploring Input1 file arrow_right_alt Output0 files arrow_right_alt Logs4.0 second...
This dataset also supports the analysis of the ways in which demographic factors, including changes in land use and housing density, correlate with the spatial and temporal patterns of wildfires across the state. 2.5. Analysis of Average Acres Burned Using the data described above, we combine ...
2.1. Study Area and Dataset This study exemplifies the development and use of novel ML models in an estuarine system: the Delta of California (Figure 1). The Delta is a transition zone between freshwater and saltwater, where freshwater inflows from the Sacramento and San Joaquin rivers are conv...
The model years for the PEVs in the dataset ranged from 2012 to 2019. The dataset also included an extensive survey with the PEV owners prior to the placement of the monitors. 2.1. Provided Datasets The raw data collected from the loggers and through the survey was cleaned by the Electric...
Defensible Space, Housing Density, and Diablo-North Wind Events: Impacts on Loss Rates for Homes in Northern California Wildfires; UB: Munich, Germany, 2023. [Google Scholar] Watson, G.L. On Model Determination, Prediction and Statistical Learning: The Case of Space-Time Data; University of ...
The wildfire perimeters during 2019 and 2020 came from the California State Geoportal Wildfire perimeters dataset [38]. As shown in Figure 1 and Table 1, the target wildfires included August Complex Fire 2020 and Ranch Fire 2018, which are the largest and second-largest wildfires in California’...
These deleterious impacts on the California population are widespread: statewide, there were 1081 census tracts housing 5.3 million (13.4%) of California’s 39.5 million residents that experienced wildfires from 2000 to 2020 [7]. Many more residents were additionally exposed to wildfire smoke. In ...
The OpenStreeMap is a global dataset including open user-generated street maps, geographical features, and built environment, which have been used for a wide range of studies [40]. This Maryland State Parks data, developed by the Baltimore County Government, is a GIS shape file and includes ...