| packages |
[{'author': None, 'author_email': None, 'creator_user_id': '64e47517-dce0-4a13-9ab7-ef1cfcd1d892', 'doi': '10.15493/SARVA.BEEH.10000179', 'featured': 'false', 'id': '7d576f1f-8889-4cff-95b8-ef058d65f75f', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': 'Papaya, or pawpaw (Carica papaya) is a tropical fruit grown widely between latitudes 32 degree N and S. High in Vitamin C, papaya is indigenous to tropical America (ARC, 2005). This fruit, initially brought to the attention of Europe around 1520, was introduced to South Africa in seed form by Jan van Riebeeck in 1652, but only grown commercially in the Lowveld of Mpumalanga for the first time in the early 20th century by a Captain Elphick (ARC, 2005). Papaya needs relatively little water in the rainy summer season in South Africa, but if irrigated every 2 weeks in the dry season it is well adapted to hot, dry areas as the fruit then matures early and is then highly palatable owing to its high sugar content (Smith, 1998). Papaya has high heat requirements, with average daily temperatures for optimum growth between 20 and 30 degree Celsius. Determination of climatically optimum growth areas for Papaya in South Africa is based on the expert knowledge of Bower (2005) and Moll (2005), climatically optimum growth areas were determined according to the four basic criteria: Criterion 1: Heat units (base 12 degree Celsius) should exceed 2 000 days per annum, Criterion 2: Optimum areas should have a low frequency of 4 consecutive days with maximum temperatures > 36 degree Celsius, Criterion 3: Monthly means of daily average temperatures in December and January should be 23 degree Celsius - 30 degree Celsius and Criterion 4: Optimum growth areas should have a low frequency of 4 consecutive days with minimum temperatures < 17 degree Celsius. Using the 50 year time series of quality controlled daily maximum and minimum temperatures generated by Schulze and Maharaj (2004) at a spatial resolution of 1 arc minute (i.e. 1` x 1` of a degree latitude/longitude), the above four temperature based criteria were first mapped individually and then superimposed to determine the climatically optimum growth areas of papaya in South Africa.', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-10-17T11:08:39.531145', 'metadata_date': '2025-10-17T00:00', 'metadata_modified': '2025-10-17T11:11:28.922543', 'metadata_thumbnail': '', 'name': 'climatically_optimum_growth_areas_papaya_composite_of_all_criteria', 'notes': 'Papaya, or pawpaw (Carica papaya) is a tropical fruit grown widely between latitudes 32 degree N and S. High in Vitamin C, papaya is indigenous to tropical America (ARC, 2005). This fruit, initially brought to the attention of Europe around 1520, was introduced to South Africa in seed form by Jan van Riebeeck in 1652, but only grown commercially in the Lowveld of Mpumalanga for the first time in the early 20th century by a Captain Elphick (ARC, 2005). Papaya needs relatively little water in the rainy summer season in South Africa, but if irrigated every 2 weeks in the dry season it is well adapted to hot, dry areas as the fruit then matures early and is then highly palatable owing to its high sugar content (Smith, 1998). Papaya has high heat requirements, with average daily temperatures for optimum growth between 20 and 30 degree Celsius. Determination of climatically optimum growth areas for Papaya in South Africa is based on the expert knowledge of Bower (2005) and Moll (2005), climatically optimum growth areas were determined according to the four basic criteria: Criterion 1: Heat units (base 12 degree Celsius) should exceed 2 000 days per annum, Criterion 2: Optimum areas should have a low frequency of 4 consecutive days with maximum temperatures > 36 degree Celsius, Criterion 3: Monthly means of daily average temperatures in December and January should be 23 degree Celsius - 30 degree Celsius and Criterion 4: Optimum growth areas should have a low frequency of 4 consecutive days with minimum temperatures < 17 degree Celsius. Using the 50 year time series of quality controlled daily maximum and minimum temperatures generated by Schulze and Maharaj (2004) at a spatial resolution of 1 arc minute (i.e. 1` x 1` of a degree latitude/longitude), the above four temperature based criteria were first mapped individually and then superimposed to determine the climatically optimum growth areas of papaya in South Africa.', 'num_resources': 1, 'num_tags': 11, 'organization': {'id': 'c4a18544-cded-4488-9f43-c02a1094ad39', 'name': 'saeon', 'title': 'NRF-SAEON', 'type': 'organization', 'description': 'The South African Environmental Observation Network (SAEON) is a long-term environmental observation and research facility of the National Research Foundation (NRF). SAEON’s three focus areas are environmental observation, data management and education outreach. The Department of Science, Technology and Innovation (DSTI) provides core funding for these activities. ', 'image_url': '2025-08-01-083136.289314LogoSAEON.png', 'created': '2025-05-26T07:57:06.135422', 'is_organization': True, 'approval_status': 'approved', 'state': 'active'}, 'owner_org': 'c4a18544-cded-4488-9f43-c02a1094ad39', 'private': False, 'reference_system_additional_info': '', 'spatial': '{"type": "Polygon", "coordinates": [[[16.458333, -34.841667], [32.908333, -34.841667], [32.908333, -22.141667], [16.458333, -22.141667], [16.458333, -34.841667]]]}', 'state': 'active', 'title': 'Climatically Optimum Growth Areas Papaya Composite Of All Criteria', 'type': 'dataset', 'url': None, 'version': None, 'contact': [{'electronic_mail_address': 'curation@saeon.nrf.ac.za', 'individual_name': 'SAEON', 'position_name': '', 'role': 'point_of_contact'}], 'contact_information': [{'facsimile': '', 'voice': ''}], 'dataset_reference_date': [{'reference': '2007-01-01T00:00', 'reference_date_type': 1}], 'distribution_format': [{'name': 'Electronic metadata record', 'version': '1.1'}], 'metadata_language_and_character_set': [{'dataset_character_set': 'utf-8', 'dataset_language': 'English', 'metadata_character_set': 'utf-8', 'metadata_language': 'English'}], 'online_resource': [{'application_profile': '', 'description': 2, 'linkage': 'https://catalogue.saeon.ac.za/records/10.15493/SARVA.BEEH.10000179', 'name': 'Climatically Optimum Growth Areas Papaya Composite Of All Criteria'}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-10-17T11:09:12.315516', 'description': '', 'format': '', 'format_version': '', 'hash': '', 'id': '7e81d0b1-3193-41ab-bc15-c5cc65df8b56', 'last_modified': None, 'metadata_modified': '2025-10-17T11:09:12.305341', 'mimetype': None, 'mimetype_inner': None, 'name': 'Climatically Optimum Growth Areas Papaya Composite Of All Criteria', 'package_id': '7d576f1f-8889-4cff-95b8-ef058d65f75f', 'position': 0, 'resource_type': 'other', 'size': None, 'state': 'active', 'upload_mode': 'single', 'url': 'https://repository.saeon.ac.za/index.php/s/2yTF8TY7xDMA8fH?opendetails=', 'url_type': None}], 'responsible_party': [{'electronic_mail_address': '', 'individual_name': 'R.E. Schulze & M. Maharaj', 'position_name': 'University of KwaZulu-Natal', 'role': 'originator', 'website': ''}], 'responsible_party_contact_address': [{'administrative_area': '', 'city': '', 'delivery_point': '', 'postal_code': ''}], 'responsible_party_contact_info': [{'facsimile': '', 'voice': ''}], 'spatial_parameters': [{'equivalent_scale': 'N/A', 'spatial_reference_system': 'EPSG: 4326', 'spatial_representation_type': '001'}], 'tags': [{'display_name': 'Commercial Crop Systems', 'id': 'ab20e5e0-5e6e-4d58-9098-7ad4dd7493c5', 'name': 'Commercial Crop Systems', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'Imagery-Basemaps-Earth Cover', 'id': '8895be3b-53e6-43b4-b77b-571ea5ff5252', 'name': 'Imagery-Basemaps-Earth Cover', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'Optimum growth area', 'id': '246aee2a-e770-40dc-8bcd-223b347a9187', 'name': 'Optimum growth area', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'agriculture', 'id': 'e9c2ba74-5eec-405f-bf77-5b0483eae3bf', 'name': 'agriculture', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'carica papaya', 'id': 'e5c271e2-a2da-4796-b3d8-d439961f384c', 'name': 'carica papaya', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'daily average temperature', 'id': 'b833fb31-eb1b-4cbc-b682-8cebe4a086cc', 'name': 'daily average temperature', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'dry season', 'id': 'e99ee17d-7f26-4071-b179-69fc0e06aa11', 'name': 'dry season', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'growth areas', 'id': '270aa94b-1ca2-41e2-a735-944a362034d0', 'name': 'growth areas', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'irrigation', 'id': '4e602a4a-0a23-427f-ad9d-d1df6a5811ac', 'name': 'irrigation', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'papaya', 'id': 'f0fff86a-9c07-421c-a298-f233bfc0fa11', 'name': 'papaya', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'rainy season', 'id': '9f1ac637-b5cc-4569-b94f-23fdc7e64d12', 'name': 'rainy season', 'state': 'active', 'vocabulary_id': None}], 'topic_and_saeoss_themes': [{'iso_topic_category': 'imageryBaseMapsEarthCover'}], 'groups': [], 'relationships_as_subject': [], 'relationships_as_object': []}, {'author': None, 'author_email': None, 'creator_user_id': '0b92035a-fbbd-4659-ac02-1454f5ea394d', 'doi': '', 'featured': 'true', 'id': 'b33b8297-1adc-47b2-9a15-667da9f622da', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': 'This quarter 3 Sentinel-2 Mosaic was downloaded from Sentinel https://browser.dataspace.copernicus.eu/. The mosaic was generated from using Sentinel-2 data from July -September 2024. The cloudless mosaic of South Africa consist of 4 spectral Sentinel-2 bands (Blue, Green, Red, and NIR) composite.. The entire country of South Africa and is presented in a georeferenced raster Geo-TIFF format and the spatial resolution is 10 meters. The Mosaic was downloaded by the South African National Agency(SANSA). SANSA combined separated 4 spectral bands into a single image. These data was packaged and organised into the country’s 4 UTMS zones. The Mosaic covers South Africa and presented in a map-corrected raster format, based on 10 x 10 m cells equivalent to the images resolution of the source sentinel multispectral imagery. 4 and pixel size is Pixel Size is 10,-10. ', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-08-27T12:39:12.192204', 'metadata_date': '2025-08-27T14:38', 'metadata_modified': '2025-08-27T12:41:58.829540', 'metadata_thumbnail': '', 'name': '2024-sentinel-2q3-cloudless-mosaic-', 'notes': 'This quarter 3 Sentinel-2 Mosaic was downloaded from Sentinel https://browser.dataspace.copernicus.eu/. The mosaic was generated from using Sentinel-2 data from July -September 2024. The cloudless mosaic of South Africa consist of 4 spectral Sentinel-2 bands (Blue, Green, Red, and NIR) composite.. The entire country of South Africa and is presented in a georeferenced raster Geo-TIFF format and the spatial resolution is 10 meters. \r\n\r\nThe Mosaic was downloaded by the South African National Agency(SANSA). SANSA combined separated 4 spectral bands into a single image. These data was packaged and organised into the country’s 4 UTMS zones. The Mosaic covers South Africa and presented in a map-corrected raster format, based on 10 x 10 m cells equivalent to the images resolution of the source sentinel multispectral imagery. 4 and pixel size is Pixel Size is 10,-10. \r\n\r\nThe packaged datasets processed by SANSA are subject to strict distribution controls. Only SANSA is authorized to distribute these datasets directly to government departments or other approved requesters. \r\n', 'num_resources': 1, 'num_tags': 0, 'organization': {'id': 'a959e782-51ce-4adc-b84d-f89961445cdb', 'name': 'sansa', 'title': 'SANSA', 'type': 'organization', 'description': 'SANSA was created to promote the use of space and strengthen cooperation in space-related activities while fostering research in space science, advancing scientific engineering through developing human capital, and supporting industrial development in space technologies. 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The imagery includes multispectral bands at a spatial resolution of 30 m and a panchromatic band at 15 m covering South Africa. The images are processed to Level1 TP and provided the GeoTiff format. ', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-08-25T09:04:01.886407', 'metadata_date': '2025-08-25T00:00', 'metadata_modified': '2025-08-25T11:07:14.125686', 'metadata_thumbnail': '', 'name': '1999--2012-spot-4-satellite-imagery', 'notes': 'Landsat 09 acquired directly at the South African National Space Agency ground station (JSA) at and processed by the South African National Space Agency in, South Africa. The imagery includes multispectral bands at a spatial resolution of 30 m and a panchromatic band at 15 m covering South Africa. The images are processed to Level1 TP and provided the GeoTiff format. ', 'num_resources': 1, 'num_tags': 1, 'organization': {'id': 'a959e782-51ce-4adc-b84d-f89961445cdb', 'name': 'sansa', 'title': 'SANSA', 'type': 'organization', 'description': 'SANSA was created to promote the use of space and strengthen cooperation in space-related activities while fostering research in space science, advancing scientific engineering through developing human capital, and supporting industrial development in space technologies. The research and work carried out at SANSA focuses on Earth observation, space science, space engineering and space operations. Much of this work involves monitoring the Earth for policy and decision making, resource and disaster management, food security and national security. 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There are 0 amendments added; 24 new applications captured and 0 corrections made, see ANNEXURE A with details of records.', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-07-29T13:12:22.439409', 'metadata_date': '2025-07-29T00:00', 'metadata_modified': '2025-07-29T16:15:55.992836', 'metadata_thumbnail': '', 'name': 'south_african_renewable_energy_eia_application_database', 'notes': 'The South African Renewable Energy EIA Application Database contains spatial data for renewable energy applications for environmental authorisation. It includes spatial and attribute information for both active (in process and with valid authorisations) and non-active (lapsed or replaced by amendments) applications. Data is captured and managed on a parcels level as well as aggregated to the project level. Only outer boundaries are provided in this release.', 'num_resources': 3, 'num_tags': 2, 'organization': {'id': 'a08da558-64c6-4214-a930-c678f7300334', 'name': 'dffe', 'title': 'DFFE', 'type': 'organization', 'description': 'Department of Forestry, Fisheries and the Environment', 'image_url': '2025-07-28-071113.285804DFFE.png', 'created': '2025-07-28T07:11:13.295821', 'is_organization': True, 'approval_status': 'approved', 'state': 'active'}, 'owner_org': 'a08da558-64c6-4214-a930-c678f7300334', 'private': False, 'reference_system_additional_info': 'N/A', 'spatial': '{"type": "Polygon", "coordinates": [[[16.452278, -46.98034], [38.011607, -46.98034], [38.011607, -22.329087], [16.452278, -22.329087], [16.452278, -46.98034]]]}', 'state': 'active', 'title': 'South African Renewable Energy EIA Application Database', 'type': 'dataset', 'url': None, 'version': None, 'contact': [{'electronic_mail_address': 'Reapplicationmap@dffe.gov.za', 'individual_name': 'Acting Director: Environmental Spatial Information', 'position_name': 'Acting Director', 'role': 'point_of_contact'}], 'contact_information': [{'facsimile': '', 'voice': ''}], 'dataset_reference_date': [{'reference': '2025-04-30T00:00', 'reference_date_type': 2}], 'distribution_format': [{'name': 'ArcGIS Pro 3.2.0. Shapefile (shp) file format', 'version': '3.2.0'}], 'metadata_language_and_character_set': [{'dataset_character_set': 'usAscii', 'dataset_language': 'English', 'metadata_character_set': 'usAscii', 'metadata_language': 'English'}], 'online_resource': [{'application_profile': 'ArcGIS', 'description': 1, 'linkage': 'https://egis.environment.gov.za/', 'name': ''}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-07-29T13:14:53.815138', 'description': '', 'format': 'SHP', 'format_version': '3.2.0', 'hash': '', 'id': 'd9afac43-b7ba-4d49-a35b-36e96493fdab', 'last_modified': None, 'metadata_modified': '2025-07-29T13:31:49.411162', 'mimetype': None, 'mimetype_inner': None, 'name': 'South African renewable energy EIA application database', 'package_id': 'eeac54f3-4f1d-4486-9c28-02aa24fe5298', 'position': 0, 'resource_type': None, 'size': None, 'state': 'active', 'url': 'https://environmentza-my.sharepoint.com/personal/gisdocs_environment_gov_za/_layouts/15/onedrive.aspx?id=%2Fpersonal%2Fgisdocs%5Fenvironment%5Fgov%5Fza%2FDocuments%2FREEA%2FREEA%5FOR%5F2025%5FQ1%2Ekml&parent=%2Fpersonal%2Fgisdocs%5Fenvironment%5Fgov%5Fza%2FDocuments%2FREEA&ga=1', 'url_type': None}, {'cache_last_updated': None, 'cache_url': None, 'created': '2025-07-29T13:29:21.824555', 'description': '', 'format': 'url', 'format_version': '', 'hash': '', 'id': '79722abf-7969-4b26-bc22-64752afb94b4', 'last_modified': None, 'metadata_modified': '2025-07-29T13:32:37.358442', 'mimetype': None, 'mimetype_inner': None, 'name': 'Environmental Geographic Information System', 'package_id': 'eeac54f3-4f1d-4486-9c28-02aa24fe5298', 'position': 1, 'resource_type': None, 'size': None, 'state': 'active', 'url': 'https://www.dffe.gov.za/egis', 'url_type': None}, {'cache_last_updated': None, 'cache_url': None, 'created': '2025-07-29T16:15:56.009553', 'description': '', 'format': 'PDF', 'format_version': '', 'hash': '', 'id': '6eaa026f-707d-4130-a4b7-d2e07604309f', 'last_modified': '2025-07-29T16:15:55.979905', 'metadata_modified': '2025-07-29T16:15:56.000180', 'mimetype': 'application/pdf', 'mimetype_inner': None, 'name': 'REEA 2025 Quarter 1 Metadata', 'package_id': 'eeac54f3-4f1d-4486-9c28-02aa24fe5298', 'position': 2, 'resource_type': 'other', 'size': 326659, 'state': 'active', 'upload_mode': 'single', 'url': 'https://saeoss.sansa.org.za/dataset/eeac54f3-4f1d-4486-9c28-02aa24fe5298/resource/6eaa026f-707d-4130-a4b7-d2e07604309f/download/reea_or_2025_q1_metadata.pdf', 'url_type': 'upload'}], 'responsible_party': [{'electronic_mail_address': 'Reapplicationmap@dffe.gov.za', 'individual_name': 'Department of Forestry, Fisheries and the Environment', 'position_name': 'Directorate: Environmental Spatial Information', 'role': 'originator', 'website': 'https://egis.environment.gov.za/'}], 'responsible_party_contact_address': [{'administrative_area': 'Gauteng', 'city': 'Pretoria', 'delivery_point': 'Department of Forestry, Fisheries and the Environment Directorate: Environmental Spatial Information Private Bag X447 Pretoria Gauteng South Africa 0001', 'postal_code': '0001'}], 'responsible_party_contact_info': [{'facsimile': '', 'voice': '+27 12 399 9295'}], 'spatial_parameters': [{'equivalent_scale': '1:5000', 'spatial_reference_system': 'EPSG:4326', 'spatial_representation_type': '001'}], 'tags': [{'display_name': 'Climatology-Meteorology-Atmosphere', 'id': '48ad3286-3db6-4060-946b-92eaf1fc126d', 'name': 'Climatology-Meteorology-Atmosphere', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'climate energy and urbanization', 'id': '43c4a07a-15a1-4dfa-af2d-79115927edac', 'name': 'climate energy and urbanization', 'state': 'active', 'vocabulary_id': None}], 'topic_and_saeoss_themes': [{'iso_topic_category': 'climatologyMeteorologyAtmosphere'}], 'groups': [], 'relationships_as_subject': [], 'relationships_as_object': []}] |