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This dataset is used to map, delineate and classify the seabed for the purpose of classifying habitats, ecosystems, understanding spatial pattern-process linkages in marine environments (biological and geological).', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-09-11T12:56:09.047921', 'metadata_date': '2023-01-25T13:26', 'metadata_modified': '2025-09-12T09:09:24.142438', 'metadata_thumbnail': '', 'name': 'bathymetry_data_for_seascapes_december_2022', 'notes': "This dataset forms part of the the South African Institute for Aquatic Biodiversity (SAIAB)'s collection of Bathymetry data for the African Coelacanth Ecosystem Programme (ACEP) Smart Zones MPA. This hydrographic survey covers 18 square km and is part of the SeaScapes 2022 project. The dataset consists of locations below the surface of the water. Habitat degradation and loss of structural complexity are major threats to coastal ecosystems, with impacts associated with climate change placing additional pressure on these valuable ecosystems. Seascape ecology (which focuses on mosaics of spatially discrete and recognisable patches of habitat) is an emerging science that strives to understand spatial pattern-process linkages in marine environments. Understanding multi-scale linkages between seascape structure, function and change can better support sustainable ocean development, biodiversity protection and help to understand the consequences of human activity. A multi-disciplinary approach will be undertaken within shallow coastal waters of the south coast of South Africa in two different coastal seascapes: 1) Swartkops Estuary to Maitlands Estuary (incorporating the lower reaches of the Swartkops Estuary and nearshore from 1-30 m) and 2) Aston Bay to Oyster Bay (incorporating the lower reaches of the Kromme Estuary and nearshore from 1-30 m). This project aims to 1) map and model seascape spatial structure through the collection of high-resolution georeferenced imagery; 2) study the impact of climate change in seascapes (seascape change), with a focus on macrophytes (seagrass and seaweed) and associated organisms as well as the role that macrophytes may have in mitigating the effects of ocean acidification; and 3) assess connectivity of mobile organisms (fish) within seascapes and between shallow nursery seascapes (<7 m) and deeper adult habitat (reef deeper than 7 m). These data are combined from MB11_2022 and MB12_2022 surveys. 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0x7f6b930480d0>, 'link_for_harvest_object': <function link_for_harvest_object at 0x7f6b93048160>, 'harvest_source_extra_fields': <function harvest_source_extra_fields at 0x7f6b930481f0>, 'bootstrap_version': <function bootstrap_version at 0x7f6b93048280>, 'get_harvest_source': <function get_harvest_source at 0x7f6b93052dc0>, 'get_map_config': <function get_mapview_config at 0x7f6bb389a550>, 'get_dataproxy_url': <function get_dataproxy_url at 0x7f6bb389a5e0>} |
| schema |
{'scheming_version': 2, 'dataset_type': 'dataset', 'about': 'CKAN schema for the SAEOSS portal. This schema holds SANS1878-related fields', 'dataset_fields': [{'validators': 'if_empty_same_as(name) unicode_safe', 'form_snippet': 'large_text.html', 'form_attrs': {'data-module': 'slug-preview-target'}, 'field_name': 'title', 'label': 'Title', 'help_text': 'Name by which the cited resource is known, the automatically filled URL is a unique identifier for the metadata record- This is a SANS 1878 mandatory field', 'preset': 'title', 'required': True, 'form_placeholder': 'eg. A descriptive title'}, {'form_snippet': 'dataset_featured.html', 'field_name': 'featured', 'label': 'Feature metadata record on SAEOSS landing page?', 'required': False, 'help_text': 'Should this metadata record be featured on the SAEOSS front page?', 'validators': 'boolean_validator', 'preset': 'saeoss_checkbox'}, {'field_name': 'doi', 'label': 'DOI', 'required': False, 'help_text': 'Digital Object Identifier of the metadata record (if any)', 'validators': 'doi_validator'}, {'form_snippet': 'modified_repeating_subfields.html', 'display_snippet': 'modified_repeating_subfields.html', 'field_name': 'metadata_standard', 'label': 'Metadata Standard', 'preset': 'modified_repeating_subfields', 'repeating_subfields': [{'field_name': 'name', 'label': 'Metadata standard name', 'validators': 'metadata_default_standard_name', 'required': False, 'help_text': 'Name(s) of metadata standard used, if multiple standards used, separate them by comma, leave blank if the metadata standard used is SANS1878'}, {'field_name': 'version', 'label': 'Metadata standard version', 'validators': 'metadata_default_standard_version', 'required': False, 'help_text': 'Version(s) of metadata standard used, if multiple standards used, separate versions by comma, leave blank if the metadata standard version is 1.1'}]}, {'field_name': 'notes', 'label': 'Abstract', 'required': True, 'form_snippet': 'markdown.html', 'form_placeholder': 'eg. Some useful notes about the data', 'help_text': 'Brief narrative summary of the content of the resource - This is a SANS 1878 mandatory field'}, {'validators': 'owner_org_validator unicode', 'form_snippet': 'organization_with_visibility.html', 'field_name': 'owner_org', 'label': 'Responsible organisation Name', 'required': True, 'preset': 'dataset_organization', 'help_text': 'Organisation responsible for the metadata record. This is a SANS 1878 mandatory field'}, {'form_snippet': 'modified_repeating_subfields.html', 'display_snippet': 'modified_repeating_subfields.html', 'field_name': 'responsible_party', 'label': 'Metadata record responsible party', 'preset': 'modified_repeating_subfields', 'repeating_subfields': [{'field_name': 'individual_name', 'label': 'Individual name', 'required': True, 'help_text': 'Name of personnel responsible of this metadata record'}, {'field_name': 'position_name', 'label': 'Position name', 'required': True, 'help_text': 'role or position of the person responsible of this metadata record'}, {'form_snippet': 'select.html', 'display_snippet': 'select.html', 'validators': 'scheming_required scheming_choices', 'field_name': 'role', 'label': 'Role', 'required': True, 'help_text': 'function performed by the organisation responsible of this metadata record', 'preset': 'select', 'choices': [{'value': 'resource_provider', 'label': 'resource provider'}, {'value': 'owner', 'label': 'owner'}, {'value': 'distributor', 'label': 'distributor'}, {'value': 'originator', 'label': 'originator'}, {'value': 'point_of_contact', 'label': 'point of contact'}, {'value': 'principal_investigator', 'label': 'principal investigator'}, {'value': 'processor', 'label': 'processor'}, {'value': 'publisher', 'label': 'publisher'}]}, {'field_name': 'electronic_mail_address', 'label': 'Electronic mail address', 'required': False, 'help_text': 'Address of the electronic mailbox of the user organisation or individual'}, {'field_name': 'website', 'label': 'Website URL', 'help_text': 'URL of the responsible organisation or individual website', 'required': False}]}, {'form_snippet': 'modified_repeating_subfields.html', 'display_snippet': 'modified_repeating_subfields.html', 'field_name': 'responsible_party_contact_info', 'label': 'Metadata record responsible party contact info', 'preset': 'modified_repeating_subfields', 'repeating_subfields': [{'field_name': 'voice', 'label': 'Phone', 'required': False, 'help_text': 'Telephone number of responsible organisation or individual'}, {'field_name': 'facsimile', 'label': 'Facsimile', 'required': False, 'help_text': 'Facsimile machine number of responsible organisation or individual'}]}, {'form_snippet': 'modified_repeating_subfields.html', 'display_snippet': 'modified_repeating_subfields.html', 'field_name': 'responsible_party_contact_address', 'label': 'Metadata record responsible party contact address', 'preset': 'modified_repeating_subfields', 'repeating_subfields': [{'field_name': 'delivery_point', 'label': 'delivery Point', 'required': False, 'help_text': 'address line for positional information and services(e.g. address line for geodetic networks, control points, ..etc.)'}, {'field_name': 'city', 'label': 'City', 'required': False}, {'field_name': 'administrative_area', 'label': 'Administrative area', 'required': False, 'help_text': 'province of the contact location'}, {'field_name': 'postal_code', 'label': 'Postal Code', 'required': False}]}, {'form_snippet': 'modified_repeating_subfields.html', 'display_snippet': 'modified_repeating_subfields.html', 'field_name': 'topic_and_saeoss_themes', 'label': 'Topic category and SAEOSS theme', 'preset': 'modified_repeating_subfields', 'repeating_subfields': [{'field_name': 'iso_topic_category', 'label': 'Topic Category', 'help_text': 'ISO 19115 Topic Category for the metadata record - This is a SANS 1878 mandatory field', 'required': False, 'choices_helper': 'iso_topic_categories', 'validators': 'ignore_missing', 'output_validators': 'ignore_missing', 'form_snippet': 'vocab_select.html', 'display_snippet': 'vocab_tag_display.html'}]}, {'validators': 'ignore_missing tag_string_convert', 'classes': 'control-full', 'form_attrs': {'data-module': 'autocomplete', 'data-module-tags': '', 'data-module-source': '/api/3/action/tag_autocomplete?query=?', 'class': ''}, 'field_name': 'tag_string', 'label': 'Tags', 'preset': 'free_tags_tag_string_autocomplete', 'form_snippet': 'tag_select.html', 'help_text': 'Additional keywords useful for describing the metadata record. In order to optimize searchability, it is recommended to add at least three keywords', 'form_placeholder': 'eg. economy, mental health, government'}, {'form_snippet': 'modified_repeating_subfields.html', 'display_snippet': 'modified_repeating_subfields.html', 'field_name': 'metadata_language_and_character_set', 'label': 'Metadata and Metadata record language and character set', 'preset': 'modified_repeating_subfields', 'repeating_subfields': [{'field_name': 'dataset_language', 'label': 'Dataset language', 'required': False, 'help_text': 'Language of the metadata record - This is a SANS 1878 mandatory field'}, {'form_snippet': 'select.html', 'display_snippet': 'select.html', 'validators': 'scheming_required scheming_choices', 'field_name': 'dataset_character_set', 'label': 'Dataset character set', 'required': True, 'choices': [{'value': 'ucs-2', 'label': 'UCS-2'}, {'value': 'ucs-4', 'label': 'UCS-4'}, {'value': 'utf-7', 'label': 'UTF-7'}, {'value': 'utf-8', 'label': 'UTF-8'}, {'value': 'utf-16', 'label': 'UTF-16'}, {'value': '8859part1', 'label': '8859-1'}, {'value': '8859part2', 'label': '8859-2'}, {'value': '8859part3', 'label': '8859-3'}, {'value': '8859part4', 'label': '8859-4'}, {'value': '8859part5', 'label': '8859-5'}, {'value': '8859part6', 'label': '8859-6'}, {'value': '8859part7', 'label': '8859-7'}, {'value': '8859part8', 'label': '8859-8'}, {'value': '8859part9', 'label': '8859-9'}, {'value': '8859part10', 'label': '8859-10'}, {'value': '8859part11', 'label': '8859-11'}, {'value': '8859part13', 'label': '8859-13'}, {'value': '8859part14', 'label': '8859-14'}, {'value': '8859part15', 'label': '8859-15'}, {'value': '8859part16', 'label': '8859-16'}, {'value': 'jis', 'label': 'jis'}, {'value': 'shiftJIS', 'label': 'shiftJIS'}, {'value': 'eucJP', 'label': 'eucJP'}, {'value': 'usAscii', 'label': 'ASCII'}, {'value': 'ebcdic', 'label': 'ebcdic'}, {'value': 'eucKR', 'label': 'eucKR'}, {'value': 'big5', 'label': 'big5'}, {'value': 'GB2312', 'label': 'GB2312'}], 'preset': 'select', 'help_text': 'Full name of the character coding standard used for the metadata record - This is a SANS 1878 mandatory field'}, {'field_name': 'metadata_language', 'label': 'Metadata language', 'required': True, 'help_text': 'Language for the metadata - This is a SANS 1878 mandatory field'}, {'form_snippet': 'select.html', 'display_snippet': 'select.html', 'validators': 'scheming_required scheming_choices', 'field_name': 'metadata_character_set', 'label': 'Metadata character set', 'required': True, 'choices': [{'value': 'ucs-2', 'label': 'UCS-2'}, {'value': 'ucs-4', 'label': 'UCS-4'}, {'value': 'utf-7', 'label': 'UTF-7'}, {'value': 'utf-8', 'label': 'UTF-8'}, {'value': 'utf-16', 'label': 'UTF-16'}, {'value': '8859part1', 'label': '8859-1'}, {'value': '8859part2', 'label': '8859-2'}, {'value': '8859part3', 'label': '8859-3'}, {'value': '8859part4', 'label': '8859-4'}, {'value': '8859part5', 'label': '8859-5'}, {'value': '8859part6', 'label': '8859-6'}, {'value': '8859part7', 'label': '8859-7'}, {'value': '8859part8', 'label': '8859-8'}, {'value': '8859part9', 'label': '8859-9'}, {'value': '8859part10', 'label': '8859-10'}, {'value': '8859part11', 'label': '8859-11'}, {'value': '8859part13', 'label': '8859-13'}, {'value': '8859part14', 'label': '8859-14'}, {'value': '8859part15', 'label': '8859-15'}, {'value': '8859part16', 'label': '8859-16'}, {'value': 'jis', 'label': 'jis'}, {'value': 'shiftJIS', 'label': 'shiftJIS'}, {'value': 'eucJP', 'label': 'eucJP'}, {'value': 'usAscii', 'label': 'ASCII'}, {'value': 'ebcdic', 'label': 'ebcdic'}, {'value': 'eucKR', 'label': 'eucKR'}, {'value': 'big5', 'label': 'big5'}, {'value': 'GB2312', 'label': 'GB2312'}], 'preset': 'select', 'help_text': 'Full name of the character coding standard used for the metadata record - This is a SANS 1878 mandatory field'}]}, {'field_name': 'lineage_statement', 'label': 'Lineage statement', 'required': True, 'help_text': "general explanation of the data producer's knowledge about the lineage of a metadata record - This is a SANS 1878 mandatory field"}, {'form_snippet': 'modified_repeating_subfields.html', 'display_snippet': 'modified_repeating_subfields.html', 'field_name': 'contact', 'label': 'Metadata record point of contact', 'preset': 'modified_repeating_subfields', 'repeating_subfields': [{'field_name': 'individual_name', 'label': 'Individual contact name', 'required': False, 'help_text': 'name - with surname of the person responsible of this metadata record'}, {'field_name': 'position_name', 'label': 'Role / Position of the contact individual', 'required': False, 'help_text': 'Role/ position of the contact individual'}, {'form_snippet': 'select.html', 'display_snippet': 'select.html', 'validators': 'scheming_required scheming_choices', 'field_name': 'role', 'label': 'Organisation role', 'required': False, 'preset': 'select', 'help_text': 'function performed by contact party, This is a SANS 1878 mandatory field', 'choices': [{'value': 'point_of_contact', 'label': 'point of contact'}]}, {'field_name': 'electronic_mail_address', 'label': 'Electronic mail address', 'required': False, 'help_text': 'Address of the electronic mailbox of the contact organisation or individual'}]}, {'form_snippet': 'modified_repeating_subfields.html', 'display_snippet': 'modified_repeating_subfields.html', 'field_name': 'contact_information', 'label': 'Metadata record point of contact additional info', 'preset': 'modified_repeating_subfields', 'repeating_subfields': [{'field_name': 'voice', 'label': 'Contact point phone', 'required': False, 'help_text': 'Telephone number of individual contact or organisation'}, {'field_name': 'facsimile', 'label': 'Contact point facsimile', 'required': False, 'help_text': 'Facsimile machine number of individual contact or organisation'}]}, {'form_snippet': 'modified_repeating_subfields.html', 'display_snippet': 'modified_repeating_subfields.html', 'field_name': 'online_resource', 'label': 'Metadata record online information', 'preset': 'modified_repeating_subfields', 'repeating_label': 'Metadata record online information', 'repeating_subfields': [{'field_name': 'linkage', 'label': 'URL', 'help_text': 'location(address) for on-line access using a uniform resource locator address or similar addressing scheme'}, {'field_name': 'name', 'label': 'Name', 'form_placeholder': 'eg. January 2011 Gold Prices', 'help_text': 'Name of the online resource'}, {'field_name': 'application_profile', 'label': 'Application profile', 'help_text': 'Name of an application profile that can be used with the resource'}, {'form_snippet': 'select.html', 'display_snippet': 'select.html', 'validators': 'convert_choices_select_to_int', 'field_name': 'description', 'label': 'Description', 'preset': 'select', 'choices': [{'value': 1, 'label': 'download'}, {'value': 2, 'label': 'information'}, {'value': 3, 'label': 'offlineAccess'}, {'value': 4, 'label': 'order'}, {'value': 5, 'label': 'search'}], 'help_text': 'Please specify the function performed by the resource'}]}, {'form_snippet': 'modified_repeating_subfields.html', 'display_snippet': 'modified_repeating_subfields.html', 'field_name': 'distribution_format', 'label': 'Distribution format', 'preset': 'modified_repeating_subfields', 'repeating_label': 'Distribution contact', 'repeating_subfields': [{'field_name': 'name', 'label': 'Metadata record distribution format name', 'required': True, 'placeholder': 'Electronic metadata record', 'help_text': 'Name of the data transfer format, default is Electronic metadata record - This is a SANS 1878 mandatory field'}, {'field_name': 'version', 'label': 'Metadata record distribution format version', 'required': True, 'form_placeholder': '1.0', 'help_text': 'Version of the data transfer format (date, number, etc) - This is a SANS 1878 mandatory field'}]}, {'form_snippet': 'dataset_spatial_extent.html', 'validators': 'bbox_converter', 'field_name': 'spatial', 'label': 'Geographic location bounding box', 'required': True, 'help_text': 'Bounding box for the metadata record, expressed as the geographic coordinates of the upper left and lower right corners - This is a SANS 1878 mandatory field', 'preset': 'dataset_spatial_extent', 'display_snippet': None}, {'form_snippet': 'modified_repeating_subfields.html', 'display_snippet': 'modified_repeating_subfields.html', 'field_name': 'spatial_parameters', 'label': 'Spatial parameters', 'preset': 'modified_repeating_subfields', 'repeating_subfields': [{'field_name': 'equivalent_scale', 'label': 'Spatial resolution equivalent scale', 'required': True, 'help_text': 'Level of detail expressed as the scale of a comparable hardcopy map or chart. Provide it as the denominator of a representative fraction, i.e. the number below the line in a vulgar fraction - This is a SANS 1878 mandatory field'}, {'form_snippet': 'select.html', 'display_snippet': 'select.html', 'validators': 'scheming_required scheming_choices', 'field_name': 'spatial_representation_type', 'label': 'Spatial representation type', 'required': True, 'help_text': 'Method used to spatially represent geographic information - This is a SANS 1878 mandatory field', 'choices': [{'value': '001', 'label': 'Vector (vector data is used to represent geographic data)'}, {'value': '002', 'label': 'Grid (grid data is used to represent geographic data)'}, {'value': '003', 'label': 'Text table (textual or tabular data is used to represent geographic data)'}, {'value': '004', 'label': 'Triangulated Irregular Network (TIN)'}, {'value': '005', 'label': 'Stereo Model (Three-dimensional view formed by the intersecting homologous rays of an overlapping pair of images)'}, {'value': '006', 'label': 'Video (Scene from a video recording)'}, {'value': '007', 'label': 'Image (Image formats, e.g. Tiff/BMP/JPEG/SID, etc. - Not a grid)'}], 'preset': 'select'}, {'field_name': 'spatial_reference_system', 'label': 'Spatial Reference System Identifier', 'required': False, 'validators': 'srs_validator', 'help_text': '"Name of spatial reference system. Provide it as a colon-separated sequence of <ref>:<code> with the respective code for the metadata record\'s spatial coordinate reference system. It is recommended to use the EPSG spatial catalogue codes whenever possible (e.g. EPSG:32635). Alternatively it is recommended to use a reference as shown on the www.spatialreference.org website, which features EPSG, ESRI and user-defined references to well-known coordinate reference systems - This is a SANS 1878 mandatory field"'}]}, {'field_name': 'reference_system_additional_info', 'label': 'Additional information about Reference Systems (temporal, vertical)', 'form_snippet': 'markdown.html', 'required': False}, {'field_name': 'dataset_reference_date', 'label': 'Reference date', 'repeating_subfields': [{'field_name': 'reference', 'label': 'Reference datetime', 'required': True, 'form_snippet': 'modified_datetime.html', 'help_text': 'Reference datetime for this metadata record'}, {'form_snippet': 'select.html', 'display_snippet': 'select.html', 'validators': 'convert_choices_select_to_int', 'field_name': 'reference_date_type', 'label': 'Reference date type', 'required': True, 'preset': 'select', 'choices': [{'value': 1, 'label': 'Creation'}, {'value': 2, 'label': 'Publication'}, {'value': 3, 'label': 'Revision'}], 'help_text': 'Reference date type - This is a SANS 1878 mandatory field'}]}, {'field_name': 'metadata_date', 'label': 'Metadata stamp date', 'required': True, 'validators': 'ignore_missing', 'form_snippet': 'modified_datetime.html', 'help_text': 'Reference datetime for this metadata record'}, {'field_name': 'metadata_thumbnail', 'label': 'Metadata record thumbnail', 'required': False, 'form_placeholder': 'https://files.isric.org/public/thumbnails/afsis250m/clyppt.png', 'help_text': 'URL for a thumbnail previewing this metadata record which appears in the search page. Use images with 1:1 ratio for better results'}], 'resource_fields': [{'validators': 'ignore_missing unicode_safe remove_whitespace', 'form_snippet': 'upload.html', 'form_placeholder': 'http://example.com/my-data.csv', 'upload_field': 'upload', 'upload_clear': 'clear_upload', 'upload_label': 'File', 'field_name': 'url', 'label': 'URL', 'preset': 'resource_url_upload'}, {'field_name': 'name', 'label': 'Name', 'form_placeholder': 'eg. January 2011 Gold Prices'}, {'field_name': 'description', 'label': 'Description', 'form_snippet': 'markdown.html'}, {'validators': 'if_empty_guess_format ignore_missing clean_format unicode_safe', 'form_placeholder': 'eg. CSV, XML or JSON', 'form_attrs': {'data-module': 'autocomplete', 'data-module-source': '/api/2/util/resource/format_autocomplete?incomplete=?'}, 'field_name': 'format', 'label': 'Format', 'required': False, 'preset': 'resource_format_autocomplete', 'help_text': 'Name of the data transfer format - This is a SANS 1878 mandatory field'}, {'field_name': 'format_version', 'label': 'Format Version', 'required': False, 'help_text': 'link format'}]} |