1 Introduction
- 1.1 Data Inventory Model
- 1.2 Recently Published
2 ABS_customised_for_APMMA
3 ABS_data
4 Aeroallergen_Concentrations_TERN
- 4.1 Weekly_pollen_counts_Campbelltown_1993_1995
5 Aeroallergen_Concentrations_UTAS
- 5.1 Aeroallergen_ACT
- 5.2 Aeroallergen_Tasmania
6 AHI_cloud_masks
- 6.1 AHI_cloud_masks_JFSP_ML_smoke_usa
7 AHI_Satellite_AOD
- 7.1 AHI_Satellite_AOD
8 AIHW_Health_Data_for_Env_Analysis
9 Air_health_modelling_APMMA
- 9.1 APTEMA_all_cause_mortality
- 9.2 mortality_and_ozone
10 Air_Pollution_Model_Global_From_GBD
- 10.1 Air_Pollution_Model_Global_From_GBD
11 Air_pollution_model_GlobalGWR_PM25
12 Air_pollution_modelled_surfaces
- 12.1 PM25_daily_means_by_SA2_2016_Aust_2012_2020
- 12.2 PM25_Sydney_GMR_2010_2020
13 Air_pollution_modelling_APMMA
14 Air_pollution_modelling_LUR_LCT
- 14.1 LUR_LCT_passive_samplers_2006_2008
- 14.2 LUR_LCT_passive_samplers_2006_2008_lk
15 Air_Pollution_Monitoring_Stations_ACT
16 Air_Pollution_Monitoring_Stations_fr_NB
- 16.1 Air_Pollution_Monitoring_Stations_fr_NB
17 Air_Pollution_Monitoring_Stations_National
18 Air_Pollution_Monitoring_Stations_National_RESTRICTED
19 Air_Pollution_Monitoring_Stations_NSW
20 Air_Pollution_Monitoring_Stations_NT
21 Air_Pollution_Monitoring_Stations_QLD
22 Air_Pollution_Monitoring_Stations_SA
23 Air_Pollution_Monitoring_Stations_TAS
24 Air_Pollution_Monitoring_Stations_VIC
25 Air_Pollution_Monitoring_Stations_WA
26 Air_Pollution_Monitors_APMMA
27 Air_Pollution_Monitors_Ogawa
- 27.1 Ogawa_passive_samplers_Western_Sydney_Adjusted
28 Air_Pollution_Sydney_fr_WB
- 28.1 Air_Pollution_Sydney_fr_WB
29 Air_Quality_Study_Sydney
- 29.1 Air_Quality_Study_Sydney_2016_2022
30 AirRater
- 30.1 AirRater_AP_Monitoring
- 30.2 AirRater_Health
31 Ambulance_Study
- 31.1 Ambulance_Study
32 ANFIS_NO2
- 32.1 ANFIS_NO2_SEQld
33 ANSTO_Aerosol_Sampling_Program
- 33.1 ANSTO_ASP_2014_2023
34 APTEMA
- 34.1 APTEMA_Air_Pollution_and_Traffic
35 AQ_KOALA_Sensor_Gold_Coast
- 35.1 AQ_KOALA_Sensor_Gold_Coast
36 ARDC_BRIDGES_AND_PLATFORM
- 36.1 Air Health GIS extract tools using ARCPY
- 36.2 DatSci_air-health-sws-WADOH
37 Atmospheric_Composition_Analysis_Group
- 37.1 annual_surface_pm25_concentrations_1998_2018
- 37.2 annual_surface_pm25_concentrations_2005_2018
38 Australian_Morbidity_AIHW
- 38.1 Allergic_rhinitis_2001_2018
39 Australian_Mortality_ABS
40 Australian_Mortality_AIHW
41 Australian_Mortality_AIHW_RESTRICTED
42 Australian_Mortality_RBDM
43 AWAP_AGCD_GRIDS
- 43.1 AGCD_GRIDS_1990_2022
- 43.2 DatSci_weather_sa1_2016_1910_2022
44 AWAP_GRIDS
45 BayNND_Air_Pollution_Model
- 45.1 Bayesian Neural Network Downscaled Monthly Surface O3 for Australia 1990-2019 Version 1.0
46 Biomass_Smoke_Validated_Events
47 Bushfire_Life_and_House_Loss
- 47.1 Bushfire_Life_and_House_Loss_National_1901_2011
48 Bushfire_Progression
- 48.1 Bushfire_Progression_2019_2020
49 Bushfire_Smoke_PM_Exposures
50 Cadastral_NSW
- 50.1 Cadastral_NSW_2018
51 CC_AP_Projection_CSIRO
- 51.1 CC_AP_Projection_CSIRO_Melbourne_PM25
52 CC_in_Australia
- 52.1 CC_in_Aus_ABS_SD_2019
- 52.2 CC_in_Aus_grids
53 CC_NSW_NARCliM
- 53.1 CC_NSW_NARCliM_1_0
- 53.2 CC_NSW_NARCliM_1_5
54 Climate_and_weather_BOM
55 Collaboration_noise
- 55.1 Noise_and_Health_Collaboration
56 Contaminated_sites
- 56.1 PFAS_sites_EPA_NSW_2019
57 Copernicus_Climate_Change_Service
- 57.1 ERA5_avg_daily_wind_1950_2020
- 57.2 ERA5_hourly_wind_1999_2020
58 CSIRO_AQFx
59 CSIRO_Gridded_JAXA_ARP
- 59.1 JAXA ARP
- 59.2 JAXA_ARP-CSIRO_hourly
60 CTM_CSIRO
61 CTM_GEOS-Chem
- 61.1 CTM_GEOS-Chem_wildfire_PM25_Australia_2000_2019
62 CTM_NSW_Government
63 CTM_UKCEH
64 Curated_AOT_CSIRO_CARDAT
65 CVRN_Built_Environment_Exposures
- 65.1 CVRN_Built_Environment_Exposures
66 Declared_Disasters_Australia
- 66.1 Declared_disasters_Australia_200603_202311
67 Digital_Elevation_Model_ANUClim
- 67.1 Digital_Elevation_Model_ANUClim_1970_2012
68 Digital_Elevation_Model_GA
- 68.1 DEM_D8_9Sec_2008
- 68.2 SRTM_1sec_Smooth_DEM_National
69 Dog_and_heatwave_Vetcompass_NSW
- 69.1 Vetcompass_NSW
70 DROUGHT-AWAP-GRIDS
71 DROUGHT-AWAP-GRIDS-RESTRICTED
72 DROUGHT_BOM_GRIDS
- 72.1 DROUGHT_BOM_GRIDS_1890_2008
73 DROUGHT-SPEI-GLOBAL-DROUGHT-MONITOR-RESTRICTED
74 Dust_Event_Database
- 74.1 Dust_Event_Database_1960_2019
75 Ecoregions_climate_zones_BOM
- 75.1 RainfallZones
- 75.2 TemperatureZones
76 EHIA_malaysia
- 76.1 air_fire_haze_mort_2015
77 EHindicators_NSW
78 Emergency_Events_Database
- 78.1 Emergency_Events_Database
79 Emissions_Inventory_EPA_ACT
- 79.1 Emissions_Inventory_EPA_ACT
80 Emissions_Inventory_EPA_NSW
- 80.1 Emissions_EPA_NSW_2008
81 Emissions_Inventory_EPA_NT
- 81.1 Emissions_Inventory_EPA_NT
82 Emissions_Inventory_EPA_QLD
- 82.1 Emissions_Inventory_EPA_QLD
83 Emissions_Inventory_EPA_SA
- 83.1 Emissions_Inventory_EPA_SA
84 Emissions_Inventory_EPA_TAS
- 84.1 Emissions_Inventory_EPA_TAS
85 Emissions_Inventory_EPA_VIC
86 Emissions_Inventory_EPA_WA
- 86.1 Emissions_Inventory_EPA_WA
87 Environment_General
- 87.1 Environment_General_Cloudstor
- 87.2 Environment General COESRA
88 Exposure_simulation_studies
89 Fire_MODIS
90 GADM_Global_Administrative_Areas
- 90.1 GADM_Global_Administrative_Areas
91 GBD_GHDx
- 91.1 GBD_Australia_2016
92 GEO_Hotspot
93 Geoscape
94 GeoVision_Pitney_Bowes
- 94.1 GeoVision_Pitney_Bowes_Australia_2017
95 GHSL_Data_Tools
- 95.1 GHS_POP_E2020_GLOBE_R2022A_54009_10001_V1_0
- 95.2 GHS_POP_P2030_GLOBE_R2022A_54009_1000_V1_0
96 GIS_Regression_Sydney
- 96.1 GIS_Regression_Southwest_Sydney_NO2
97 Global_Fire_Emissions_Database
- 97.1 Global_Fire_Atlas_NSW_2003_2020
98 Hail_Climatology
- 98.1 Hail_Climatology_NSW_1791_2003
99 Hazelwood
- 99.1 Hazelwood
100 HIA_Health_Impact_Assessments
101 HIMAQS
- 101.1 HIMAQS_CTM_Perth
- 101.2 HIMAQS_LUR_Perth
102 Impervious_Surface_CSIRO
- 102.1 Impervious_Surface_CSIRO
103 Impervious_Surface_NOAA_Satellite
- 103.1 Impervious_Surface_NOAA_Satellite_2000_2001
104 ISI-MIP
- 104.1 ISI-MIP
105 JFSP_Health
- 105.1 JFSP_Health
106 Land_Cover_FracCov_Guerschman
- 106.1 Land_Cover_FracCov_Guerschman
107 Land_Cover_FracCov_Landsat_JRSRP
- 107.1 Land_Cover_FracCov_Landsat_JRSRP_National_2000_2011
108 Land_Cover_MODIS
- 108.1 tree_and_water_coverage_2017_2018
- 108.2 Vegetation_Continuous_Fields_MODIS_2000_2010
109 Landsat_Global_High_Resolution_Urban_Data
- 109.1 Landsat_GMIS_v1_Australia_2010
110 Landuse_NSW
- 110.1 Landuse_NSW_2013
- 110.2 LEP_NSW_2010
111 LUR_Perth
112 Meteorology_BARRA
113 MJA_Lancet_countdown
114 Mongolian_NSO_Health_Data_Indicators
115 Monitor_Sensor_Records_Tracking_for_Reference
116 NASA_AERONET_AUSTRALIA_550NM
- 116.1 AERONET_data
- 116.2 location_descriptions
117 NASA_FIRMS_FIRE_AND_SMOKE
118 NASA_GMAO
- 118.1 MERRA-2_2000_2020
119 NASA_SEDAC
- 119.1 Global 1-km Downscaled Population Base Year and Projection Grids Based on the SSPs, v1.01 (2000 – 2100)
120 National_Bushfire_Intelligence_Capability
- 120.1 Historical_Bushfire_Boundaries_v2
121 NDVI_Greenness_National
122 NDVI_MODIS
- 122.1 MOD13A3_006_Terra_NDVI_2000_2020
- 122.2 MYD13A3_006_Aqua_NDVI_2002_2020
123 Neighbourhood_Exposures
124 NMMAPS
- 124.1 NMMAPS_US_1987_2000
125 Noise_CNOSSOS_Australia
- 125.1 Noise_CNOSSOS_Sydney_2018
126 Noise_EPA_Vic
127 Noise_Exposure_Adelaide
- 127.1 Noise_Exposure_Adelaide
128 Noise_Exposure_and_Health
129 Noise_Exposure_Brisbane
- 129.1 Noise_Exposure_Brisbane
130 Noise_Exposure_Canberra
- 130.1 Noise_Exposure_Canberra
131 Noise_Exposure_Darwin
- 131.1 Noise_Exposure_Darwin
132 Noise_Exposure_Hobart
- 132.1 Noise_Exposure_Hobart
133 Noise_Exposure_Perth
- 133.1 Noise_Exposure_Perth
134 Noise_Exposure_Sydney
- 134.1 Noise_Exposure_Sydney
135 Noise_monitor_Sydney
- 135.1 Noise_monitor_Sydney_2019
136 NPI
137 NRDE_project
- 137.1 NRDE_CBA
138 NSW_Dept_of_Health
139 NSW_Government_SEED
140 NSW_OPENAIR
- 140.1 NSW_OPENAIR_TBA
141 OpenStreetMap_data
- 141.1 OpenStreetMap_Lines_Australia_2017
- 141.2 OpenStreetMap_Lines_Australia_2018
142 PostGIS_CAR_admin
143 Power_Stations_GA
- 143.1 Power_Stations_GA_National
144 Project_Exposures
145 Project_Exposures_APTEMA_Staging
146 Project_Exposures_RESTRICTED
147 ResearchData_EPA_Vic
- 147.1 ResearchData_EPA_Vic Cloudstor
148 Road_Surface_Properties_ACT
- 148.1 Road_Surface_Properties_ACT
149 Road_Surface_Properties_NSW
- 149.1 Road_Surface_Properties_NSW
150 Road_Surface_Properties_NT
- 150.1 Road_Surface_Properties_NT
151 Road_Surface_Properties_QLD
- 151.1 Road_Surface_Properties_QLD
152 Road_Surface_Properties_SA
- 152.1 Road_Surface_Properties_SA
153 Road_Surface_Properties_TAS
- 153.1 Road_Surface_Properties_TAS
154 Road_Surface_Properties_VIC
- 154.1 Road_Surface_Properties_VIC
155 Road_Surface_Properties_WA
- 155.1 Road_Surface_Properties_WA
156 Ross_River_Virus
- 156.1 RRV_Leschenault_estuary_WA_1995_1996
157 Satellite_AOD_MODIS
- 157.1 MODIS_Aerosol_Optical_Thickness_2002_2020
- 157.2 MODIS_MCD19A2_006_AOD_2000_2020
158 Satellite_NO2_LUR
159 Satellite_OMI_NO2
160 Satellite_PM10_LUR
- 160.1 SatPM10_2006_2011
161 Satellite_PM25_LUR
162 Sentinel-5P
- 162.1 Sentinel-5P_Atmospheric_Chemistry
- 162.2 Sentinel-5P_Radiance_Irradiance
163 Smoke_plume_hotspots_ML_JFSP
- 163.1 Smoke_plume_hotspots_ML_JFSP
164 Smoke_Plumes
- 164.1 smoke_plumes_2003_2020
- 164.2 Smoke_Plumes_Perth_2015_2017
165 Sources_project
- 165.1 CTM_PM25_absolute_magnitude
166 StreetPro
- 166.1 StreetPro_Navigation_2012
- 166.2 StreetPro_roads_2013
167 Study_Regions
168 SVTM_NSW
- 168.1 SVTM_NSW
169 Synthetic_Populations
- 169.1 Synthetic_Populations
170 TEMIS_Tropospheric_Emission
- 170.1 O3_Multi_Sensor_Reanalysis_MSR2
171 Topography_Global_Map_Australia_1M_2001
- 171.1 Topography_Global_Map_Australia_1M_2001
172 Traffic_ACT
- 172.1 Traffic_Flow_ACT
173 Traffic_counts_Sydney
- 173.1 traffic_data_council_and_rms
- 173.2 traffic_zenith
174 Traffic_Flow_Zenith
- 174.1 Traffic_Flow_Zenith_2018
- 174.2 Traffic_Flow_Zenith_GMR_2012_2016
175 Traffic_Load
176 Traffic_NSW
- 176.1 Traffic_Flow_NSW
177 Traffic_NT
- 177.1 Traffic_Flow_NT
178 Traffic_Qld
- 178.1 Traffic_Flow_Qld
179 Traffic_SA
- 179.1 Traffic_Flow_SA
180 Traffic_TAS
- 180.1 Traffic_Flow_TAS
181 Traffic_Vic
- 181.1 Traffic_Flow_Vic
182 Traffic_WA
- 182.1 Traffic_Flow_WA
183 TRAIN_DATASCIENCE
- 183.1 MLM_workshop
184 Transport_Topography_PSMA
- 184.1 PSMA_data
- 184.2 PSMA_Roads_fr_LK_2013_2019
185 UN_WPP_POP_GRIDS
- 185.1 UN_WPP_Adjusted_Population_Count_v4_11
186 US_Navy_Research_Laboratory
- 186.1 NAAPS_PM25_smoke_forecast_2000_2020
- 186.2 NAAPS_Reanalysis_AOD_2003_2019
187 UVR_Solar_BOM
- 187.1 Avg_solar_uv_australia_grid_1979_2007
- 187.2 seasonal_daily_avg_solar_uv_aust_1990_2011
188 Vegetation_Perth
- 188.1 Vegetation_Perth_2018
189 Vegetation_Victoria
- 189.1 Vegetation_Victoria_Tree_Density_1991_2001
190 Walkability_Mayne
- 190.1 walkability_2006
191 Water_bodies_GA
192 Weather_ANU_Fenner
- 192.1 Weather_ANU_Fenner
193 Weather_by_Area
194 Weather_Modelled_UNSW
- 194.1 Temp_daily_max_Sydney_GMR_1959_2018
195 Weather_Monitoring_National
196 Weighted_Road_Density
- 196.1 road_density_75M_raster
- 196.2 road_density_CCD06
197 Wittgenstein_Centre_Human_Capital
- 197.1 Population_and_Human_Capital_Projections_V13_2020_2100
198 Woodfire_heaters
- 198.1 household_woodfire_heaters_Australia_2012
199 Workshops_CAR_RESTRICTED
- 199.1 HIA_worshop_2021

CARDAT Data Inventory (Last edited on 2025-02-03)

183 TRAIN_DATASCIENCE

	metadata_field
title	TRAIN_DATASCIENCE
personnel_data_owner	Ivan Hanigan\|https://orcid.org/0000-0002-6360-6793
project_abstract