Changes
On October 5, 2021 at 1:10:59 PM UTC, Heiko Figgemeier:
-
Changed value of field
quality_metrics
to{"https://geokur-dmp.geo.tu-dresden.de/quality-register#QuantitativeAttributeAccuracyasRootMeanSquareErrorRMSE":{"label":"Quantitative Attribute Accuracy as Root Mean Square Error (RMSE)","values":{"value of quality metric":"34100","ground truth dataset":"FAO statistic","confidence term":"","confidence value":"","thematic representativity":"","spatial representativity":"Global","temporal representativity":"","name of quality source":"A cultivated planet in 2010 – Part 1: The global synergy cropland map","type of quality source":"Publication","link to quality source":"https://essd.copernicus.org/articles/12/1913/2020/"}},"https://geokur-dmp.geo.tu-dresden.de/quality-register#QuantitativeAttributeAccuracyasCoefficientofDetermination":{"label":"Quantitative Attribute Accuracy as Coefficient of Determination (R²)","values":{"value of quality metric":"0.9801","ground truth dataset":"FAO statistic","confidence term":"","confidence value":"","thematic representativity":"","spatial representativity":"Global","temporal representativity":"","name of quality source":"A cultivated planet in 2010 – Part 1: The global synergy cropland map","type of quality source":"Publication","link to quality source":"https://essd.copernicus.org/articles/12/1913/2020/"}}}
in Global Synergy Cropland Map v3.0
f | 1 | { | f | 1 | { |
2 | "alternate_identifier": "https://doi.org/10.7910/DVN/ZWSFAA", | 2 | "alternate_identifier": "https://doi.org/10.7910/DVN/ZWSFAA", | ||
3 | "author": null, | 3 | "author": null, | ||
4 | "author_email": null, | 4 | "author_email": null, | ||
5 | "conforms_to": "http://www.opengis.net/def/crs/EPSG/0/4326", | 5 | "conforms_to": "http://www.opengis.net/def/crs/EPSG/0/4326", | ||
6 | "contact_name": "Lu, Miao (China Academy of Agricultural Science)", | 6 | "contact_name": "Lu, Miao (China Academy of Agricultural Science)", | ||
7 | "creator_user_id": "d0125ea7-37cf-442d-9c75-1a97feb21533", | 7 | "creator_user_id": "d0125ea7-37cf-442d-9c75-1a97feb21533", | ||
8 | "documentation": | 8 | "documentation": | ||
9 | "https://essd.copernicus.org/articles/12/1913/2020/", | 9 | "https://essd.copernicus.org/articles/12/1913/2020/", | ||
10 | "groups": [], | 10 | "groups": [], | ||
11 | "id": "3b638557-27c7-4cc1-a95d-cc1c579e4ae1", | 11 | "id": "3b638557-27c7-4cc1-a95d-cc1c579e4ae1", | ||
12 | "is_part_of": "", | 12 | "is_part_of": "", | ||
13 | "is_version_of": "", | 13 | "is_version_of": "", | ||
14 | "isopen": false, | 14 | "isopen": false, | ||
15 | "license_id": "", | 15 | "license_id": "", | ||
16 | "license_title": "", | 16 | "license_title": "", | ||
17 | "maintainer": null, | 17 | "maintainer": null, | ||
18 | "maintainer_email": null, | 18 | "maintainer_email": null, | ||
19 | "metadata_created": "2021-05-16T11:13:04.124684", | 19 | "metadata_created": "2021-05-16T11:13:04.124684", | ||
n | 20 | "metadata_modified": "2021-10-05T13:10:39.427431", | n | 20 | "metadata_modified": "2021-10-05T13:10:59.240605", |
21 | "name": "cropland-extent", | 21 | "name": "cropland-extent", | ||
22 | "notes": "\"Information on global cropland distribution and | 22 | "notes": "\"Information on global cropland distribution and | ||
23 | agricultural production is critical for the world's agricultural | 23 | agricultural production is critical for the world's agricultural | ||
24 | monitoring and food security. We present datasets of cropland extent | 24 | monitoring and food security. We present datasets of cropland extent | ||
25 | and agricultural production in a two-paper series of a cultivated | 25 | and agricultural production in a two-paper series of a cultivated | ||
26 | planet in 2010. In the first part, we propose a new Self-adapting | 26 | planet in 2010. In the first part, we propose a new Self-adapting | ||
27 | Statistics Allocation Model (SASAM) to develop the global map of | 27 | Statistics Allocation Model (SASAM) to develop the global map of | ||
28 | cropland distribution. SASAM is based on the fusion of multiple | 28 | cropland distribution. SASAM is based on the fusion of multiple | ||
29 | existing cropland maps and multilevel statistics of the cropland area, | 29 | existing cropland maps and multilevel statistics of the cropland area, | ||
30 | which is independent of training samples. First, cropland area | 30 | which is independent of training samples. First, cropland area | ||
31 | statistics are used to rank the input cropland maps, and then a | 31 | statistics are used to rank the input cropland maps, and then a | ||
32 | scoring table is built to indicate the agreement among the input | 32 | scoring table is built to indicate the agreement among the input | ||
33 | datasets. Secondly, statistics are allocated adaptively to the pixels | 33 | datasets. Secondly, statistics are allocated adaptively to the pixels | ||
34 | with higher agreement scores until the cumulative cropland area is | 34 | with higher agreement scores until the cumulative cropland area is | ||
35 | close to the statistics. The multilevel allocation results are then | 35 | close to the statistics. The multilevel allocation results are then | ||
36 | integrated to obtain the extent of cropland. We applied SASAM to | 36 | integrated to obtain the extent of cropland. We applied SASAM to | ||
37 | produce a global cropland synergy map with a 500 m spatial resolution | 37 | produce a global cropland synergy map with a 500 m spatial resolution | ||
38 | for circa 2010. The accuracy assessments show that the synergy map has | 38 | for circa 2010. The accuracy assessments show that the synergy map has | ||
39 | higher accuracy than the input datasets and better consistency with | 39 | higher accuracy than the input datasets and better consistency with | ||
40 | the cropland statistics. The synergy cropland map is available via an | 40 | the cropland statistics. The synergy cropland map is available via an | ||
41 | open-data repository (https://doi.org/10.7910/DVN/ZWSFAA; Lu et al., | 41 | open-data repository (https://doi.org/10.7910/DVN/ZWSFAA; Lu et al., | ||
42 | 2020). This new cropland map has been used as an essential input to | 42 | 2020). This new cropland map has been used as an essential input to | ||
43 | the Spatial Production Allocation Model (SPAM) for producing the | 43 | the Spatial Production Allocation Model (SPAM) for producing the | ||
44 | global dataset of agricultural production for circa 2010, which is | 44 | global dataset of agricultural production for circa 2010, which is | ||
45 | described in the second part of the two-paper series.\" <br> | 45 | described in the second part of the two-paper series.\" <br> | ||
46 | \r\n*Global synergy cropland map: | 46 | \r\n*Global synergy cropland map: | ||
47 | verse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/ZWSFAA*", | 47 | verse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/ZWSFAA*", | ||
48 | "num_resources": 0, | 48 | "num_resources": 0, | ||
49 | "num_tags": 4, | 49 | "num_tags": 4, | ||
50 | "organization": { | 50 | "organization": { | ||
51 | "approval_status": "approved", | 51 | "approval_status": "approved", | ||
52 | "created": "2021-01-08T11:55:37.205088", | 52 | "created": "2021-01-08T11:55:37.205088", | ||
53 | "description": "", | 53 | "description": "", | ||
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60 | "title": "TUD", | 60 | "title": "TUD", | ||
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64 | "private": false, | 64 | "private": false, | ||
65 | "quality_metrics": | 65 | "quality_metrics": | ||
66 | AttributeAccuracyasRootMeanSquareErrorRMSE\":{\"label\":\"Quantitative | 66 | AttributeAccuracyasRootMeanSquareErrorRMSE\":{\"label\":\"Quantitative | ||
67 | Attribute Accuracy as Root Mean Square Error | 67 | Attribute Accuracy as Root Mean Square Error | ||
68 | (RMSE)\",\"values\":{\"value of quality metric\":\"34100\",\"ground | 68 | (RMSE)\",\"values\":{\"value of quality metric\":\"34100\",\"ground | ||
69 | truth dataset\":\"FAO statistic\",\"confidence | 69 | truth dataset\":\"FAO statistic\",\"confidence | ||
70 | term\":\"\",\"confidence value\":\"\",\"thematic | 70 | term\":\"\",\"confidence value\":\"\",\"thematic | ||
71 | representativity\":\"\",\"spatial | 71 | representativity\":\"\",\"spatial | ||
72 | representativity\":\"Global\",\"temporal | 72 | representativity\":\"Global\",\"temporal | ||
73 | representativity\":\"\",\"name of quality source\":\"A cultivated | 73 | representativity\":\"\",\"name of quality source\":\"A cultivated | ||
74 | planet in 2010 \u2013 Part 1: The global synergy cropland map\",\"type | 74 | planet in 2010 \u2013 Part 1: The global synergy cropland map\",\"type | ||
75 | of quality source\":\"Publication\",\"link to quality | 75 | of quality source\":\"Publication\",\"link to quality | ||
76 | ributeAccuracyasCoefficientofDetermination\":{\"label\":\"Quantitative | 76 | ributeAccuracyasCoefficientofDetermination\":{\"label\":\"Quantitative | ||
77 | Attribute Accuracy as Coefficient of Determination | 77 | Attribute Accuracy as Coefficient of Determination | ||
78 | (R\u00b2)\",\"values\":{\"value of quality | 78 | (R\u00b2)\",\"values\":{\"value of quality | ||
79 | metric\":\"0.9801\",\"ground truth dataset\":\"FAO | 79 | metric\":\"0.9801\",\"ground truth dataset\":\"FAO | ||
80 | statistic\",\"confidence term\":\"\",\"confidence | 80 | statistic\",\"confidence term\":\"\",\"confidence | ||
81 | value\":\"\",\"thematic representativity\":\"\",\"spatial | 81 | value\":\"\",\"thematic representativity\":\"\",\"spatial | ||
t | 82 | representativity\":\"\",\"temporal representativity\":\"\",\"name of | t | 82 | representativity\":\"Global\",\"temporal |
83 | quality source\":\"A cultivated planet in 2010 \u2013 Part 1: The | 83 | representativity\":\"\",\"name of quality source\":\"A cultivated | ||
84 | global synergy cropland map\",\"type of quality | 84 | planet in 2010 \u2013 Part 1: The global synergy cropland map\",\"type | ||
85 | source\":\"Publication\",\"link to quality | 85 | of quality source\":\"Publication\",\"link to quality | ||
86 | source\":\"https://essd.copernicus.org/articles/12/1913/2020/\"}}}", | 86 | source\":\"https://essd.copernicus.org/articles/12/1913/2020/\"}}}", | ||
87 | "relationships_as_object": [], | 87 | "relationships_as_object": [], | ||
88 | "relationships_as_subject": [], | 88 | "relationships_as_subject": [], | ||
89 | "resources": [], | 89 | "resources": [], | ||
90 | "spatial": | 90 | "spatial": | ||
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92 | "spatial_resolution": "0.0041667", | 92 | "spatial_resolution": "0.0041667", | ||
93 | "spatial_resolution_type": "angular", | 93 | "spatial_resolution_type": "angular", | ||
94 | "state": "active", | 94 | "state": "active", | ||
95 | "tags": [ | 95 | "tags": [ | ||
96 | { | 96 | { | ||
97 | "display_name": "cropland", | 97 | "display_name": "cropland", | ||
98 | "id": "f6b64d91-1c2c-4a83-9be1-766613d73f35", | 98 | "id": "f6b64d91-1c2c-4a83-9be1-766613d73f35", | ||
99 | "name": "cropland", | 99 | "name": "cropland", | ||
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106 | "name": "remote sensing", | 106 | "name": "remote sensing", | ||
107 | "state": "active", | 107 | "state": "active", | ||
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122 | "vocabulary_id": null | 122 | "vocabulary_id": null | ||
123 | } | 123 | } | ||
124 | ], | 124 | ], | ||
125 | "temporal_end": "2010-12-31", | 125 | "temporal_end": "2010-12-31", | ||
126 | "temporal_resolution": "", | 126 | "temporal_resolution": "", | ||
127 | "temporal_start": "2010-01-01", | 127 | "temporal_start": "2010-01-01", | ||
128 | "theme": "http://inspire.ec.europa.eu/theme/af, | 128 | "theme": "http://inspire.ec.europa.eu/theme/af, | ||
129 | http://inspire.ec.europa.eu/theme/lc, | 129 | http://inspire.ec.europa.eu/theme/lc, | ||
130 | http://inspire.ec.europa.eu/theme/lu, | 130 | http://inspire.ec.europa.eu/theme/lu, | ||
131 | http://inspire.ec.europa.eu/theme/su", | 131 | http://inspire.ec.europa.eu/theme/su", | ||
132 | "title": "Global Synergy Cropland Map v3.0", | 132 | "title": "Global Synergy Cropland Map v3.0", | ||
133 | "type": "dataset", | 133 | "type": "dataset", | ||
134 | "uri": | 134 | "uri": | ||
135 | r-dmp.geo.tu-dresden.de/dataset/3b638557-27c7-4cc1-a95d-cc1c579e4ae1", | 135 | r-dmp.geo.tu-dresden.de/dataset/3b638557-27c7-4cc1-a95d-cc1c579e4ae1", | ||
136 | "url": | 136 | "url": | ||
137 | /DVN/ZWSFAA;\u00a0https://essd.copernicus.org/articles/12/1913/2020/", | 137 | /DVN/ZWSFAA;\u00a0https://essd.copernicus.org/articles/12/1913/2020/", | ||
138 | "version": null, | 138 | "version": null, | ||
139 | "was_derived_from": "" | 139 | "was_derived_from": "" | ||
140 | } | 140 | } |