128 Satellite_PM25_LUR
| Project metadata | |
|---|---|
| Project Title | Satellite_PM25_LUR |
| Owners | Luke Knibbs |
| Project Abstract | A spatial model of PM2.5 based on land use and satellite image data. |
128.1 SatPM25_2000_2015
| Accessibility | Provision Status | Licence |
|---|---|---|
| Restricted | Published | other |
| Metadata fields | |
|---|---|
| Short Name | SatPM25_2000_2015 |
| Title | SatPM25_2000_2015 |
| Creators | Luke Knibbs |
| Contact Email | car.data@sydney.edu.au |
| Abstract |
Annual mean PM2.5 estimates (units: ug/m3) at 2011 ABS mesh block centroids. There are four models (SAT, SAT-W, NOSAT, NOSAT-W, see below and Table 1 in attached paper). Predictions are given annually from 2000-2015 (except NOSAT, which has no time-varying predictors and only 1 prediction, nominally for 2015). Null values generally indicate missing data for one or more predictors. SAT: LUR model offered the SAT-PM2.5 variable; SAT-W: same as SAT, but wood heater predictor not offered; NOSAT: LUR model not offered SAT-PM2.5 variable; NOSAT-W: same as NOSAT, but wood heater predictor not offered. |
| Study Extent | National |
| Associated Parties | |
| Repository Path | |
| Repository Link | https://cloud.car-dat.org/index.php/apps/files/?dir=/ResearchProjects_CAR/Satellite_PM25_LUR/SatPM25_2000_2015 |
| External Link | |
| Recommended Citation | Knibbs, L. (2019): SatPM25_2000_2015. CAR. (Dataset). https://cloud.car-dat.org/index.php/apps/files/?dir=/ResearchProjects_CAR/Satellite_PM25_LUR/SatPM25_2000_2015 |
128.2 SatPM25_2015_2018
| Accessibility | Provision Status | Licence |
|---|---|---|
| Restricted | Published | other |
| Metadata fields | |
|---|---|
| Short Name | SatPM25_2015_2018 |
| Title | SatPM25_2015_2018 |
| Creators | Luke Knibbs |
| Contact Email | car.data@sydney.edu.au |
| Abstract | Annual mean PM2.5 estimates (units: ug/m3) at 2011 ABS mesh block centroids. These data represent modelled satellite PM2.5 data. Predictions are given annually for 2015 and 2018. Null values generally indicate missing data for one or more predictors. |
| Study Extent | National |
| Associated Parties | |
| Repository Path | |
| Repository Link | https://cloud.car-dat.org/index.php/apps/files/?dir=/ResearchProjects_CAR/Satellite_PM25_LUR/SatPM25_2015_2018 |
| External Link | |
| Recommended Citation | Knibbs, L. (2020): Satellite PM2.5 data 2015-2018. CAR. (Dataset). https://cloud.car-dat.org/index.php/apps/files/?dir=/ResearchProjects_CAR/Satellite_PM25_LUR/SatPM25_2015_2018 |
128.3 SatPM25_2016
| Accessibility | Provision Status | Licence |
|---|---|---|
| Restricted | Published | other |
| Metadata fields | |
|---|---|
| Short Name | SatPM25_2016 |
| Title | SatPM25_2016 |
| Creators | Luke Knibbs |
| Contact Email | car.data@sydney.edu.au |
| Abstract | This dataset comprises satellite-derived particulate matter 2.5 (PM2.5) data for the year 2016, aggregated at the Australian Bureau of Statistics (ABS) 2011 MeshBlock level. The dataset provides detailed information on fine particulate pollution levels across different geographical areas defined by the MeshBlock boundaries. See papers in the references folder for further details. |
| Study Extent | Australia |
| Associated Parties | |
| Repository Path | |
| Repository Link | https://cloud.car-dat.org/index.php/apps/files/?dir=/ResearchProjects_CAR/Satellite_PM25_LUR/SatPM25_2016 |
| External Link | |
| Recommended Citation | Knibbs, L. (2021): Satellite PM2.5 data 2016 by ABS 2011 MeshBlock. CAR. (Dataset). https://cloud.car-dat.org/index.php/apps/files/?dir=/ResearchProjects_CAR/Satellite_PM25_LUR/SatPM25_2016 |
128.4 SatPM25_case_study_perth_2000_2015
| Accessibility | Provision Status | Licence |
|---|---|---|
| NA | Published | No licence |
| Metadata fields | |
|---|---|
| Short Name | SatPM25_case_study_perth_2000_2015 |
| Title | SatPM25_case_study_perth_2000_2015 |
| Creators | Luke Knibbs |
| Contact Email | car.data@sydney.edu.au |
| Abstract |
A subset of Dr Knibbs Sat LUR PM2.5 data, limited to a Perth case study. Annual mean PM2.5 estimates (units: ug/m3) at 2011 ABS mesh block centroids. There are four models (SAT, SAT-W, NOSAT, NOSAT-W, see below and Table 1 in attached paper). Predictions are given annually from 2000-2015 (except NOSAT, which has no time-varying predictors and only 1 prediction, nominally for 2015). Null values generally indicate missing data for one or more predictors. SAT: LUR model offered the SAT-PM2.5 variable; SAT-W: same as SAT, but wood heater predictor not offered; NOSAT: LUR model not offered SAT-PM2.5 variable; NOSAT-W: same as NOSAT, but wood heater predictor not offered. |
| Study Extent | |
| Associated Parties | |
| Repository Path | ResearchProjects_CAR/Satellite_PM25_LUR/SatPM25_case_study_perth_2000_2015 |
| Repository Link | https://cloud.car-dat.org/index.php/apps/files/?dir=/ResearchProjects_CAR/Satellite_PM25_LUR/SatPM25_case_study_perth_2000_2015 |
| External Link | |
| Recommended Citation | Knibbs, L. (2021): Land use regression modelled satellite PM25 data subset to a case study region for Perth 2000-2015. CAR. (Dataset). https://cloud.car-dat.org/index.php/apps/files/?dir=/ResearchProjects_CAR/Satellite_PM25_LUR/SatPM25_case_study_perth_2000_2015 |
128.5 SatPM25_case_study_west_syd_2000_2015
| Accessibility | Provision Status | Licence |
|---|---|---|
| NA | Published | No licence |
| Metadata fields | |
|---|---|
| Short Name | SatPM25_case_study_west_syd_2000_2015 |
| Title | SatPM25_case_study_west_syd_2000_2015 |
| Creators | Luke Knibbs |
| Contact Email | car.data@sydney.edu.au |
| Abstract |
A subset of Dr Knibbs Sat LUR PM2.5 data, limited to a Western Sydney case study. Annual mean PM2.5 estimates (units: ug/m3) at 2011 ABS mesh block centroids. There are four models (SAT, SAT-W, NOSAT, NOSAT-W, see below and Table 1 in attached paper). Predictions are given annually from 2000-2015 (except NOSAT, which has no time-varying predictors and only 1 prediction, nominally for 2015). Null values generally indicate missing data for one or more predictors. SAT: LUR model offered the SAT-PM2.5 variable; SAT-W: same as SAT, but wood heater predictor not offered; NOSAT: LUR model not offered SAT-PM2.5 variable; NOSAT-W: same as NOSAT, but wood heater predictor not offered. |
| Study Extent | Western Sydney |
| Associated Parties | |
| Repository Path | ResearchProjects_CAR/Satellite_PM25_LUR/SatPM25_case_study_west_syd_2000_2015 |
| Repository Link | https://cloud.car-dat.org/index.php/apps/files/?dir=/ResearchProjects_CAR/Satellite_PM25_LUR/SatPM25_case_study_west_syd_2000_2015 |
| External Link | |
| Recommended Citation | Knibbs, L. (2021): Land use regression modelled satellite PM25 data subset to a case study region for Western Sydney 2000-2015. CAR. (Dataset). https://cloud.car-dat.org/index.php/apps/files/?dir=/ResearchProjects_CAR/Satellite_PM25_LUR/SatPM25_case_study_west_syd_2000_2015 |