Changes
On February 7, 2024 at 11:04:25 AM +1100,
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Added resource Native Forestry Map Viewer to Koala Habitat Suitability Model for North East NSW
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Added resource Data Quality Statement to Koala Habitat Suitability Model for North East NSW
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Added resource Koala predictive habitat model sub-region 2 - more than 500m elevation to Koala Habitat Suitability Model for North East NSW
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Added resource Koala predictive habitat models to Koala Habitat Suitability Model for North East NSW
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Added resource Koala Habitat Suitability Model - Technical Report to Koala Habitat Suitability Model for North East NSW
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Added resource Koala predictive habitat model sub-region 1 - less than 500m elevation to Koala Habitat Suitability Model for North East NSW
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Deleted resource Koala predictive habitat models from Koala Habitat Suitability Model for North East NSW
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Deleted resource Data Quality Statement from Koala Habitat Suitability Model for North East NSW
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Deleted resource Native Forestry Map Viewer from Koala Habitat Suitability Model for North East NSW
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Deleted resource Koala predictive habitat model sub-region 2 - more than 500m elevation from Koala Habitat Suitability Model for North East NSW
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Deleted resource Koala predictive habitat model sub-region 1 - less than 500m elevation from Koala Habitat Suitability Model for North East NSW
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Deleted resource Koala Habitat Suitability Model - Technical Report from Koala Habitat Suitability Model for North East NSW
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4 | "extras": [ | 4 | "extras": [ | ||
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6 | "key": "harvest_portal", | 6 | "key": "harvest_portal", | ||
7 | "value": "SEED" | 7 | "value": "SEED" | ||
8 | }, | 8 | }, | ||
9 | { | 9 | { | ||
10 | "key": "harvest_url", | 10 | "key": "harvest_url", | ||
11 | "value": | 11 | "value": | ||
12 | nsw.gov.au/dataset/koala-habitat-suitability-model-for-north-east-nsw" | 12 | nsw.gov.au/dataset/koala-habitat-suitability-model-for-north-east-nsw" | ||
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19 | "license_title": "Creative Commons Attribution", | 19 | "license_title": "Creative Commons Attribution", | ||
20 | "license_url": "http://www.opendefinition.org/licenses/cc-by", | 20 | "license_url": "http://www.opendefinition.org/licenses/cc-by", | ||
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n | 25 | "metadata_modified": "2023-04-28T04:57:04.496066", | n | 25 | "metadata_modified": "2024-02-07T00:04:25.278266", |
26 | "name": "koala-habitat-suitability-model-for-north-east-nsw", | 26 | "name": "koala-habitat-suitability-model-for-north-east-nsw", | ||
27 | "notes": "A habitat suitability model at a 250 m resolution for the | 27 | "notes": "A habitat suitability model at a 250 m resolution for the | ||
28 | Koala Phascolarctos cinereus in north-eastern New South Wales using | 28 | Koala Phascolarctos cinereus in north-eastern New South Wales using | ||
29 | \u2018presence only\u2019 records and MaxEnt modelling. Model extent | 29 | \u2018presence only\u2019 records and MaxEnt modelling. Model extent | ||
30 | was based on the extent of Crafti vegetation mapping for north east | 30 | was based on the extent of Crafti vegetation mapping for north east | ||
31 | NSW. Substantial spatial clustering of records in coastal urban areas | 31 | NSW. Substantial spatial clustering of records in coastal urban areas | ||
32 | was reduced using a 2 km spatial filter and by modelling separately | 32 | was reduced using a 2 km spatial filter and by modelling separately | ||
33 | two sub-regions divided by the 500 m elevation contour. An average of | 33 | two sub-regions divided by the 500 m elevation contour. An average of | ||
34 | 1086 occurrence records was used to develop models. A bias file was | 34 | 1086 occurrence records was used to develop models. A bias file was | ||
35 | prepared that accounted for variable survey effort, including the | 35 | prepared that accounted for variable survey effort, including the | ||
36 | concentration of Koala records along sealed and unsealed roads. A | 36 | concentration of Koala records along sealed and unsealed roads. A | ||
37 | reduced set of 14 variables was used in model building. The models | 37 | reduced set of 14 variables was used in model building. The models | ||
38 | were evaluated using a test set of 25 % of the records, with a | 38 | were evaluated using a test set of 25 % of the records, with a | ||
39 | resulting good fit for each model, as measured by AUC. Frequency of | 39 | resulting good fit for each model, as measured by AUC. Frequency of | ||
40 | wildfire, Australian Soil Classification, floristic mapping and | 40 | wildfire, Australian Soil Classification, floristic mapping and | ||
41 | elevation had the highest relative contribution to the model, whilst a | 41 | elevation had the highest relative contribution to the model, whilst a | ||
42 | number of other variables made minor contributions. The model was | 42 | number of other variables made minor contributions. The model was | ||
43 | field validated at 65 ground-truth sites.", | 43 | field validated at 65 ground-truth sites.", | ||
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49 | "description": "EPA is the primary environmental regulator for New | 49 | "description": "EPA is the primary environmental regulator for New | ||
50 | South Wales. Its purpose is to improve environmental performance and | 50 | South Wales. Its purpose is to improve environmental performance and | ||
51 | waste management\r\n\r\nEPA works with the community, business, | 51 | waste management\r\n\r\nEPA works with the community, business, | ||
52 | industry and government to maintain a balance between protecting the | 52 | industry and government to maintain a balance between protecting the | ||
53 | environment, managing competing demands on the environment and | 53 | environment, managing competing demands on the environment and | ||
54 | supporting sustainable growth.\r\n\r\nEPA provides information and | 54 | supporting sustainable growth.\r\n\r\nEPA provides information and | ||
55 | guidance about a broad range of environmental issues and activities. | 55 | guidance about a broad range of environmental issues and activities. | ||
56 | It engages with the community and uses social research to inform | 56 | It engages with the community and uses social research to inform | ||
57 | priorities, policies and programs. It publishes scientific research | 57 | priorities, policies and programs. It publishes scientific research | ||
58 | and monitors trends in the state of the environment, and offers advice | 58 | and monitors trends in the state of the environment, and offers advice | ||
59 | and incentives to help business and industry improve their | 59 | and incentives to help business and industry improve their | ||
60 | environmental performance.\r\n\r\nSee: http://www.epa.nsw.gov.au\r\n", | 60 | environmental performance.\r\n\r\nSee: http://www.epa.nsw.gov.au\r\n", | ||
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66 | "state": "active", | 66 | "state": "active", | ||
67 | "title": "Environment Protection Authority (EPA)", | 67 | "title": "Environment Protection Authority (EPA)", | ||
68 | "type": "organization" | 68 | "type": "organization" | ||
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213 | "url_type": null | 213 | "url_type": null | ||
214 | } | 214 | } | ||
215 | ], | 215 | ], | ||
216 | "spatial": | 216 | "spatial": | ||
217 | 125,-35.650862566331675],[149.60654318332672,-35.650862566331675]]]}", | 217 | 125,-35.650862566331675],[149.60654318332672,-35.650862566331675]]]}", | ||
218 | "spatial_coverage": | 218 | "spatial_coverage": | ||
219 | 125,-35.650862566331675],[149.60654318332672,-35.650862566331675]]]}", | 219 | 125,-35.650862566331675],[149.60654318332672,-35.650862566331675]]]}", | ||
220 | "state": "active", | 220 | "state": "active", | ||
221 | "tags": [], | 221 | "tags": [], | ||
222 | "temporal_coverage_from": "1990-01-01", | 222 | "temporal_coverage_from": "1990-01-01", | ||
223 | "title": "Koala Habitat Suitability Model for North East NSW", | 223 | "title": "Koala Habitat Suitability Model for North East NSW", | ||
224 | "type": "dataset", | 224 | "type": "dataset", | ||
225 | "unpublished": "false", | 225 | "unpublished": "false", | ||
226 | "update_freq": "irregular", | 226 | "update_freq": "irregular", | ||
227 | "url": null, | 227 | "url": null, | ||
228 | "version": null | 228 | "version": null | ||
229 | } | 229 | } |