| h |
{'redirect_to': <function redirect_to at 0x7fc8079add30>, 'url': <function url at 0x7fc8079ade50>, 'get_site_protocol_and_host': <function get_site_protocol_and_host at 0x7fc8079addc0>, 'url_for': <function url_for at 0x7fc8079af040>, 'url_for_static': <function url_for_static at 0x7fc8079af1f0>, 'url_for_static_or_external': <function url_for_static_or_external at 0x7fc8079af280>, 'is_url': <function is_url at 0x7fc8079af310>, 'url_is_local': <function url_is_local at 0x7fc8079af430>, 'full_current_url': <function full_current_url at 0x7fc8079af4c0>, 'current_url': <function current_url at 0x7fc8079af550>, 'lang': <function lang at 0x7fc8079af5e0>, 'ckan_version': <function ckan_version at 0x7fc8079af670>, 'lang_native_name': <function lang_native_name at 0x7fc8079af700>, 'is_rtl_language': <function is_rtl_language at 0x7fc8079af790>, 'get_rtl_theme': <function get_rtl_theme at 0x7fc8079af820>, 'get_rtl_css': <function get_rtl_css at 0x7fc8079af8b0>, 'flash_notice': <function flash_notice at 0x7fc8079af940>, 'flash_error': <function flash_error at 0x7fc8079afdc0>, 'flash_success': <function flash_success at 0x7fc8079afe50>, 'are_there_flash_messages': <function are_there_flash_messages at 0x7fc8079afee0>, 'link_to': <function link_to at 0x7fc8079b03a0>, 'file': <function file at 0x7fc8079b0430>, 'submit': <function submit at 0x7fc8079b04c0>, 'nav_link': <function nav_link at 0x7fc8079b0550>, 'nav_named_link': <function nav_named_link at 0x7fc8079b0820>, 'subnav_link': <function subnav_link at 0x7fc8079b0940>, 'subnav_named_route': <function subnav_named_route at 0x7fc8079b0a60>, 'build_nav_main': <function build_pages_nav_main at 0x7fc7eae7cf70>, 'build_nav_icon': <function build_nav_icon at 0x7fc8079b0af0>, 'build_nav': <function build_nav at 0x7fc8079b0b80>, 'build_extra_admin_nav': <function build_extra_admin_nav at 0x7fc8079b0ca0>, 'default_group_type': <function default_group_type at 0x7fc8079b0dc0>, 'get_facet_items_dict': <function get_facet_items_dict at 0x7fc8079b0e50>, 'has_more_facets': <function has_more_facets at 0x7fc8079b0ee0>, 'unselected_facet_items': <function unselected_facet_items at 0x7fc8079b0f70>, 'get_facet_title': <function get_facet_title at 0x7fc807932160>, 'get_param_int': <function get_param_int at 0x7fc807932040>, 'sorted_extras': <function sorted_extras at 0x7fc807932280>, 'check_access': <function check_access at 0x7fc807932310>, 'get_action': <function get_action at 0x7fc8079324c0>, 'linked_user': <function linked_user at 0x7fc8079323a0>, 'group_name_to_title': <function group_name_to_title at 0x7fc807932550>, 'truncate': <function truncate at 0x7fc8079325e0>, 'markdown_extract': <function markdown_extract at 0x7fc807932670>, 'icon_url': <function icon_url at 0x7fc807932700>, 'icon_html': <function icon_html at 0x7fc807932790>, 'icon': <function icon at 0x7fc807932820>, 'resource_icon': <function resource_icon at 0x7fc8079328b0>, 'format_icon': <function format_icon at 0x7fc807932940>, 'dict_list_reduce': <function dict_list_reduce at 0x7fc8079329d0>, 'gravatar': <function gravatar at 0x7fc807932a60>, 'sanitize_url': <function sanitize_url at 0x7fc807932af0>, 'user_image': <function user_image at 0x7fc807932b80>, 'pager_url': <function pager_url at 0x7fc807932c10>, 'get_page_number': <function get_page_number at 0x7fc807932ca0>, 'get_display_timezone': <function get_display_timezone at 0x7fc807932d30>, 'render_datetime': <function render_datetime at 0x7fc807932dc0>, 'date_str_to_datetime': <function date_str_to_datetime at 0x7fc807932e50>, 'parse_rfc_2822_date': <function parse_rfc_2822_date at 0x7fc807932ee0>, 'time_ago_from_timestamp': <function time_ago_from_timestamp at 0x7fc807932f70>, 'button_attr': <function button_attr at 0x7fc807934280>, 'dataset_display_name': <function dataset_display_name at 0x7fc807934310>, 'dataset_link': <function dataset_link at 0x7fc8079343a0>, 'resource_display_name': <function resource_display_name at 0x7fc807934430>, 'resource_link': <function resource_link at 0x7fc8079344c0>, 'tag_link': <function tag_link at 0x7fc807934550>, 'group_link': <function group_link at 0x7fc8079345e0>, 'organization_link': <function organization_link at 0x7fc807934670>, 'dump_json': <function dump_json at 0x7fc807934700>, 'auto_log_message': <function auto_log_message at 0x7fc807934790>, 'activity_div': <function activity_div at 0x7fc807934820>, 'snippet': <function snippet at 0x7fc8079348b0>, 'convert_to_dict': <function convert_to_dict at 0x7fc807934940>, 'follow_button': <function follow_button at 0x7fc8079349d0>, 'follow_count': <function follow_count at 0x7fc807934a60>, 'add_url_param': <function add_url_param at 0x7fc807934b80>, 'remove_url_param': <function remove_url_param at 0x7fc807934c10>, 'include_resource': <function include_resource at 0x7fc807934ca0>, 'urls_for_resource': <function urls_for_resource at 0x7fc807934d30>, 'debug_inspect': <function debug_inspect at 0x7fc807934dc0>, 'popular': <function popular at 0x7fc807934e50>, 'groups_available': <function groups_available at 0x7fc807934ee0>, 'organizations_available': <function organizations_available at 0x7fc807934f70>, 'roles_translated': <function roles_translated at 0x7fc807935040>, 'user_in_org_or_group': <function user_in_org_or_group at 0x7fc8079350d0>, 'dashboard_activity_stream': <function dashboard_activity_stream at 0x7fc807935160>, 'recently_changed_packages_activity_stream': <function recently_changed_packages_activity_stream at 0x7fc8079351f0>, 'escape_js': <function escape_js at 0x7fc807935280>, 'get_pkg_dict_extra': <function get_pkg_dict_extra at 0x7fc807935310>, 'get_request_param': <function get_request_param at 0x7fc8079353a0>, 'html_auto_link': <function html_auto_link at 0x7fc807935430>, 'render_markdown': <function render_markdown at 0x7fc8079354c0>, 'format_resource_items': <function format_resource_items at 0x7fc807935550>, 'resource_preview': <function resource_preview at 0x7fc8079355e0>, 'get_allowed_view_types': <function get_allowed_view_types at 0x7fc807935670>, 'rendered_resource_view': <function rendered_resource_view at 0x7fc807935700>, 'view_resource_url': <bound method ResourceProxy.view_resource_url of <Plugin ResourceProxy 'resource_proxy'>>, 'resource_view_is_filterable': <function resource_view_is_filterable at 0x7fc807935820>, 'resource_view_get_fields': <function resource_view_get_fields at 0x7fc8079358b0>, 'resource_view_is_iframed': <function resource_view_is_iframed at 0x7fc807935940>, 'resource_view_icon': <function resource_view_icon at 0x7fc8079359d0>, 'resource_view_display_preview': <function resource_view_display_preview at 0x7fc807935a60>, 'resource_view_full_page': <function resource_view_full_page at 0x7fc807935af0>, 'remove_linebreaks': <function remove_linebreaks at 0x7fc807935b80>, 'list_dict_filter': <function list_dict_filter at 0x7fc807935c10>, 'SI_number_span': <function SI_number_span at 0x7fc807935ca0>, 'new_activities': <function new_activities at 0x7fc807935d30>, 'uploads_enabled': <function uploads_enabled at 0x7fc807935dc0>, 'get_featured_organizations': <function get_featured_organizations at 0x7fc807935e50>, 'get_featured_groups': <function get_featured_groups at 0x7fc807935ee0>, 'featured_group_org': <function featured_group_org at 0x7fc807935f70>, 'get_site_statistics': <function get_site_statistics at 0x7fc807936040>, 'resource_formats': <function resource_formats at 0x7fc8079360d0>, 'unified_resource_format': <function unified_resource_format at 0x7fc807936160>, 'check_config_permission': <function check_config_permission at 0x7fc8079361f0>, 'get_organization': <function get_organization at 0x7fc807936280>, 'license_options': <function license_options at 0x7fc807936310>, 'get_translated': <function get_translated at 0x7fc8079363a0>, 'facets': <function facets at 0x7fc807936430>, 'mail_to': <function mail_to at 0x7fc8079364c0>, 'radio': <function radio at 0x7fc807936550>, 'clean_html': <function clean_html at 0x7fc8079365e0>, 'flash': <ckan.lib.helpers._Flash object at 0x7fc80799f700>, 'localised_number': <function localised_number at 0x7fc808bea310>, 'localised_SI_number': <function localised_SI_number at 0x7fc808bea430>, 'localised_nice_date': <function localised_nice_date at 0x7fc808bea1f0>, 'localised_filesize': <function localised_filesize at 0x7fc808bea3a0>, 'get_available_locales': <function get_available_locales at 0x7fc809d37ca0>, 'get_locales_dict': <function get_locales_dict at 0x7fc809d37c10>, 'literal': <class 'ckan.lib.helpers.literal'>, 'asbool': <function asbool at 0x7fc809e3cee0>, 'urlencode': <function urlencode at 0x7fc80b9feca0>, 'include_asset': <function include_asset at 0x7fc8079ad820>, 'render_assets': <function render_assets at 0x7fc8079ad940>, 'sanitize_id': <function sanitize_id at 0x7fc807936700>, 'compare_pkg_dicts': <function compare_pkg_dicts at 0x7fc807936790>, 'activity_list_select': <function activity_list_select at 0x7fc807936820>, 'get_collaborators': <function get_collaborators at 0x7fc8079368b0>, 'can_update_owner_org': <function can_update_owner_org at 0x7fc807936940>, 'check_ckan_version': <function check_ckan_version at 0x7fc8079369d0>, 'csrf_input': <function csrf_input at 0x7fc807936a60>, 'saeoss_default_spatial_search_extent': functools.partial(<function get_default_spatial_search_extent at 0x7fc7ea791dc0>, 0.001), 'default_bounding_box': <function get_default_bounding_box at 0x7fc7ea791e50>, 'convert_geojson_to_bounding_box': <function convert_geojson_to_bbox at 0x7fc7ea791ee0>, 'extent_to_bbox': <function convert_string_extent_to_bbox at 0x7fc7ea791f70>, 'saeoss_themes': <function get_saeoss_themes at 0x7fc7ea7e74c0>, 'iso_topic_categories': <function get_iso_topic_categories at 0x7fc7ea791ca0>, 'get_iso_topic_display': <function get_iso_topic_display at 0x7fc7ea791d30>, 'saeoss_show_version': <function helper_show_version at 0x7fc7ea77e040>, 'user_is_org_member': <function user_is_org_member at 0x7fc7ea77e0d0>, 'org_member_list': <function org_member_list at 0x7fc7ea77e160>, 'user_is_staff_member': <function user_is_staff_member at 0x7fc7ea77e1f0>, 'get_featured_datasets': <function get_featured_datasets at 0x7fc7ea77e310>, 'get_recently_modified_datasets': <function get_recently_modified_datasets at 0x7fc7ea77e430>, 'get_all_datasets_count': <function get_all_datasets_count at 0x7fc7ea77e4c0>, 'saeoss_org_memberships': <function get_org_memberships at 0x7fc7ea77e790>, 'mod_scheming_flatten_subfield': <function mod_scheming_flatten_subfield at 0x7fc7ea77e820>, 'get_today_date': <function get_today_date at 0x7fc7ea77e940>, 'get_maintenance_custom_other_field_data': <function get_maintenance_custom_other_field_data at 0x7fc7ea77e8b0>, 'get_release': <function get_current_release at 0x7fc7ea77e9d0>, 'get_saved_searches': <function get_saved_searches at 0x7fc7ea77eaf0>, 'get_recent_news': <function get_recent_news at 0x7fc7ea77ed30>, 'get_featured_datasets_count': <function get_featured_datasets_count at 0x7fc7ea77e3a0>, 'get_user_name': <function get_user_name at 0x7fc7ea77eb80>, 'get_user_name_from_url': <function get_user_name_from_url at 0x7fc7ea77eca0>, 'get_user_id': <function get_user_id at 0x7fc7ea77ec10>, 'get_seo_metatags': <function get_seo_metatags at 0x7fc7ea77edc0>, 'get_datasets_thumbnail': <function get_datasets_thumbnail at 0x7fc7ea77e670>, 'get_year': <function get_year at 0x7fc7ea77ee50>, 'get_user_dashboard_packages': <function get_user_dashboard_packages at 0x7fc7ea77eee0>, 'get_org_public_records_count': <function get_org_public_records_count at 0x7fc7ea77e5e0>, 'group_package_count': <function group_package_count at 0x7fc7ea77e550>, 'render_content': <function render_content at 0x7fc7eae985e0>, 'get_wysiwyg_editor': <function get_wysiwyg_editor at 0x7fc7eaea3b80>, 'get_recent_blog_posts': <function get_recent_blog_posts at 0x7fc7eaea3c10>, 'pages_get_plus_icon': <function get_plus_icon at 0x7fc7eaea3ca0>, 'scheming_language_text': <function scheming_language_text at 0x7fc7eaf5cd30>, 'scheming_field_choices': <function scheming_field_choices at 0x7fc7eaf5cdc0>, 'scheming_choices_label': <function scheming_choices_label at 0x7fc7eaf5ce50>, 'scheming_datastore_choices': <function scheming_datastore_choices at 0x7fc7eaf5cee0>, 'scheming_field_required': <function scheming_field_required at 0x7fc7eaf5cb80>, 'scheming_dataset_schemas': <function scheming_dataset_schemas at 0x7fc7eaf5cf70>, 'scheming_get_presets': <function scheming_get_presets at 0x7fc7eaf5cc10>, 'scheming_get_preset': <function scheming_get_preset at 0x7fc7eaed0040>, 'scheming_get_dataset_schema': <function scheming_get_dataset_schema at 0x7fc7eaed00d0>, 'scheming_get_dataset_form_pages': <function scheming_get_dataset_form_pages at 0x7fc7eaed0160>, 'scheming_group_schemas': <function scheming_group_schemas at 0x7fc7eaed01f0>, 'scheming_get_group_schema': <function scheming_get_group_schema at 0x7fc7eaed0280>, 'scheming_organization_schemas': <function scheming_organization_schemas at 0x7fc7eaed0310>, 'scheming_get_organization_schema': <function scheming_get_organization_schema at 0x7fc7eaed03a0>, 'scheming_get_schema': <function scheming_get_schema at 0x7fc7eaed0430>, 'scheming_field_by_name': <function scheming_field_by_name at 0x7fc7eaed04c0>, 'scheming_datetime_to_utc': <function scheming_datetime_to_utc at 0x7fc7eaed05e0>, 'scheming_datetime_to_tz': <function scheming_datetime_to_tz at 0x7fc7eaed0670>, 'scheming_get_timezones': <function scheming_get_timezones at 0x7fc7eaed0700>, 'scheming_display_json_value': <function scheming_display_json_value at 0x7fc7eaed0790>, 'scheming_render_from_string': <function scheming_render_from_string at 0x7fc7eaed0820>, 'scheming_flatten_subfield': <function scheming_flatten_subfield at 0x7fc7eaed08b0>, 'get_common_map_config_shp': <function get_common_map_config at 0x7fc7eaf3a670>, 'get_shapefile_viewer_config': <function get_shapefile_viewer_config at 0x7fc7eaf3a700>, 'get_common_map_config_wmts': <function get_common_map_config at 0x7fc7eaf3a670>, 'get_common_map_config_geojson': <function get_common_map_config at 0x7fc7eaf3a670>, 'geojson_get_max_file_size': <function get_max_file_size at 0x7fc7eaf3a790>, 'get_common_map_config_geoviews': <function get_common_map_config at 0x7fc7eaf3a670>, 'get_openlayers_viewer_config': <function get_openlayers_viewer_config at 0x7fc7eaf3a820>, 'get_reference_date': <function get_reference_date at 0x7fc7e0f54af0>, 'get_responsible_party': <function get_responsible_party at 0x7fc7e0f54b80>, 'get_common_map_config': <function get_common_map_config at 0x7fc7e0f54c10>, 'package_list_for_source': <function package_list_for_source at 0x7fc7e0f54e50>, 'package_count_for_source': <function package_count_for_source at 0x7fc7e0f54ee0>, 'harvesters_info': <function harvesters_info at 0x7fc7e0f54f70>, 'harvester_types': <function harvester_types at 0x7fc7e0f48040>, 'harvest_frequencies': <function harvest_frequencies at 0x7fc7e0f480d0>, 'link_for_harvest_object': <function link_for_harvest_object at 0x7fc7e0f48160>, 'harvest_source_extra_fields': <function harvest_source_extra_fields at 0x7fc7e0f481f0>, 'bootstrap_version': <function bootstrap_version at 0x7fc7e0f48280>, 'get_harvest_source': <function get_harvest_source at 0x7fc7e0f54dc0>, 'get_map_config': <function get_mapview_config at 0x7fc8057ab550>, 'get_dataproxy_url': <function get_dataproxy_url at 0x7fc8057ab5e0>} |
| packages |
[{'author': None, 'author_email': None, 'creator_user_id': '64e47517-dce0-4a13-9ab7-ef1cfcd1d892', 'doi': '10.15493/BEA.DATA.10000014', 'featured': 'false', 'id': 'c1c3fa77-dfe7-47d0-a780-b83e0b8f2315', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': "The dataset shows climatically optimum growth areas and yield estimates of Pinus taeda allocated to mesozones. Yield estimates were derived from Schulze R.E. and Maharaj M. (2007) and then allocated to mesozones by combining with a base mesozone layer obtained from the CSIR Geospatial Analysis Platform (GAP). *The map shows the climatically optimum growth areas to be along the north coast of the Eastern Cape, significant tracts in the midlands of KwaZulu-Natal, and parts of Mpumalanga. Major climatic growth constraints are drought related. Highest Mean Annual Increments (MAIs), according to Smith's (1994) equations, are 20 - 22 t/ha/annum and these coincide with the climatically optimum growth areas.", 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-10-17T08:55:19.627353', 'metadata_date': '2025-10-17T00:00', 'metadata_modified': '2025-10-17T08:57:32.503193', 'metadata_thumbnail': '', 'name': 'pinus_taeda_growth_areas_allocated_to_mesozones', 'notes': "The dataset shows climatically optimum growth areas and yield estimates of Pinus taeda allocated to mesozones. Yield estimates were derived from Schulze R.E. and Maharaj M. (2007) and then allocated to mesozones by combining with a base mesozone layer obtained from the CSIR Geospatial Analysis Platform (GAP). The map shows the climatically optimum growth areas to be along the north coast of the Eastern Cape, significant tracts in the midlands of KwaZulu-Natal, and parts of Mpumalanga. Major climatic growth constraints are drought related. Highest Mean Annual Increments (MAIs), according to Smith's (1994) equations, are 20 - 22 t/ha/annum and these coincide with the climatically optimum growth areas.", 'num_resources': 1, 'num_tags': 9, '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": [[[16.45192, -34.8341698957], [32.8925317467, -34.8341698957], [32.8925317467, -22.12503], [16.45192, -22.12503], [16.45192, -34.8341698957]]]}', 'state': 'active', 'title': 'Pinus taeda growth areas allocated to mesozones', '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'}], 'metadata_standard': [{'name': 'SANS 1878-1:2011', 'version': '1.1'}], 'online_resource': [{'application_profile': '', 'description': 2, 'linkage': 'https://catalogue.saeon.ac.za/records/10.15493/BEA.DATA.10000014', 'name': 'Pinus taeda growth areas allocated to mesozones'}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-10-17T08:55:36.624094', 'description': '', 'format': '', 'format_version': '', 'hash': '', 'id': 'dd6ccb93-bfb0-47b6-84d7-3113d97985f6', 'last_modified': None, 'metadata_modified': '2025-10-17T08:55:36.612767', 'mimetype': None, 'mimetype_inner': None, 'name': 'Pinus taeda growth areas allocated to mesozones', 'package_id': 'c1c3fa77-dfe7-47d0-a780-b83e0b8f2315', 'position': 0, 'resource_type': 'other', 'size': None, 'state': 'active', 'upload_mode': 'single', 'url': 'https://repository.saeon.ac.za/index.php/s/r53EQcaaK8CK7PM?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': 'Agriculture', 'id': '76bc5b3e-aa3e-4117-a94e-53d07473952b', 'name': 'Agriculture', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'Commercial forestry', 'id': 'c9cdbbe0-563e-48b0-b276-8873fa70a327', 'name': 'Commercial forestry', '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': 'agriculture', 'id': 'e9c2ba74-5eec-405f-bf77-5b0483eae3bf', 'name': 'agriculture', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'biomass', 'id': '3599fc01-138e-449a-8618-4697ace9ddfe', 'name': 'biomass', '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': 'mesozones', 'id': 'ec11507b-eb72-4e46-a0b4-04378e39be8c', 'name': 'mesozones', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'pinus taeda', 'id': '43d166c5-cc0a-467e-999f-93d358220fda', 'name': 'pinus taeda', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'yield estimation', 'id': 'ffb78bb7-ddac-4f32-b75f-0182de795c57', 'name': 'yield estimation', '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': '64e47517-dce0-4a13-9ab7-ef1cfcd1d892', 'doi': '10.15493/BEA.DATA.10000015', 'featured': 'false', 'id': '1e4da9b6-ef19-49f2-9d62-4edcf375e6db', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': "The dataset shows climatically optimum growth areas and yield estimates of Pinus taeda allocated to mesozones. Yield estimates were derived from Schulze R.E. and Maharaj M. (2007) and then allocated to mesozones by combining with a base mesozone dataset obtained from the CSIR Geospatial Analysis Platform (GAP). *The map shows the climatically optimum growth areas to be along the north coast of the Eastern Cape, significant tracts in the midlands of KwaZulu-Natal, and parts of Mpumalanga. Major climatic growth constraints are drought related. Highest Mean Annual Increments (MAIs), according to Smith's (1994) equations, are 20 - 22 t/ha/annum and these coincide with the climatically optimum growth areas.", 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-10-17T08:32:25.356646', 'metadata_date': '2025-10-17T00:00', 'metadata_modified': '2025-10-17T08:42:56.097213', 'metadata_thumbnail': '', 'name': 'pinus_taeda_yield_estimates_allocated_to_mesozones', 'notes': "The dataset shows climatically optimum growth areas and yield estimates of Pinus taeda allocated to mesozones. Yield estimates were derived from Schulze R.E. and Maharaj M. (2007) and then allocated to mesozones by combining with a base mesozone dataset obtained from the CSIR Geospatial Analysis Platform (GAP). The map shows the climatically optimum growth areas to be along the north coast of the Eastern Cape, significant tracts in the midlands of KwaZulu-Natal, and parts of Mpumalanga. Major climatic growth constraints are drought related. Highest Mean Annual Increments (MAIs), according to Smith's (1994) equations, are 20 - 22 t/ha/annum and these coincide with the climatically optimum growth areas.", 'num_resources': 1, 'num_tags': 10, '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": [[[16.45192, -34.8341698957], [32.8925317467, -34.8341698957], [32.8925317467, -22.12503], [16.45192, -22.12503], [16.45192, -34.8341698957]]]}', 'state': 'active', 'title': 'Pinus taeda yield estimates allocated to mesozones', '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': 2}], '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'}], 'metadata_standard': [{'name': 'SANS 1878-1:2011', 'version': '1.1'}], 'online_resource': [{'application_profile': '', 'description': 2, 'linkage': 'https://catalogue.saeon.ac.za/records/10.15493/BEA.DATA.10000015', 'name': 'Pinus taeda yield estimates allocated to mesozones'}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-10-17T08:37:39.794070', 'description': '', 'format': '', 'format_version': '', 'hash': '', 'id': '6804c35c-6367-4430-afb6-03e330049074', 'last_modified': None, 'metadata_modified': '2025-10-17T08:37:39.784828', 'mimetype': None, 'mimetype_inner': None, 'name': 'Pinus taeda yield estimates allocated to mesozones', 'package_id': '1e4da9b6-ef19-49f2-9d62-4edcf375e6db', 'position': 0, 'resource_type': 'other', 'size': None, 'state': 'active', 'upload_mode': 'single', 'url': 'https://repository.saeon.ac.za/index.php/s/5NKxji4aq8QACRm?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': 'Agriculture', 'id': '76bc5b3e-aa3e-4117-a94e-53d07473952b', 'name': 'Agriculture', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'Commercial forestry', 'id': 'c9cdbbe0-563e-48b0-b276-8873fa70a327', 'name': 'Commercial forestry', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'Forestry distribution', 'id': 'a373ef67-e2f7-4c4c-a9f1-42afafc3032f', 'name': 'Forestry distribution', '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': 'agriculture', 'id': 'e9c2ba74-5eec-405f-bf77-5b0483eae3bf', 'name': 'agriculture', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'biomass', 'id': '3599fc01-138e-449a-8618-4697ace9ddfe', 'name': 'biomass', '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': 'mesozones', 'id': 'ec11507b-eb72-4e46-a0b4-04378e39be8c', 'name': 'mesozones', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'pinus taeda', 'id': '43d166c5-cc0a-467e-999f-93d358220fda', 'name': 'pinus taeda', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'yield estimation', 'id': 'ffb78bb7-ddac-4f32-b75f-0182de795c57', 'name': 'yield estimation', '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': '64e47517-dce0-4a13-9ab7-ef1cfcd1d892', 'doi': '10.15493/SARVA.BEEH.10000035', 'featured': 'false', 'id': '334e68b0-6184-4cb2-9cc3-19a69a8e35c8', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': 'Commonly named the Camden White Oak, Eucalyptus benthamii, is a tall, smooth-barked. It is a cool climate species, growing optimally at MATs between 14 and 18 degree Celsius. E. benthamii is less tolerant of low MAPs than E. badjensis, with > 850 mm MAP required for optimal growth (Kunz, 2004).This species is susceptible to snow damage (Kunz, 2004).', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-10-17T09:11:46.432943', 'metadata_date': '2025-10-17T00:00', 'metadata_modified': '2025-10-17T09:40:33.467393', 'metadata_thumbnail': '', 'name': 'climatically_suitable_growth_areas_for_eucalyptus_benthamii', 'notes': 'Commonly named the Camden White Oak, Eucalyptus benthamii, is a tall, smooth-barked. It is a cool climate species, growing optimally at MATs between 14 and 18 degree Celsius. E. benthamii is less tolerant of low MAPs than E. badjensis, with > 850 mm MAP required for optimal growth (Kunz, 2004).This species is susceptible to snow damage (Kunz, 2004).', 'num_resources': 1, 'num_tags': 10, '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 Suitable Growth Areas for Eucalyptus benthamii', '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.10000035', 'name': 'Climatically Suitable Growth Areas for Eucalyptus benthamii'}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-10-17T09:12:14.652792', 'description': '', 'format': '', 'format_version': '', 'hash': '', 'id': '15c38271-ed04-432b-9f2a-122f10510441', 'last_modified': None, 'metadata_modified': '2025-10-17T09:12:14.646039', 'mimetype': None, 'mimetype_inner': None, 'name': 'Climatically Suitable Growth Areas for Eucalyptus benthamii', 'package_id': '334e68b0-6184-4cb2-9cc3-19a69a8e35c8', 'position': 0, 'resource_type': 'other', 'size': None, 'state': 'active', 'upload_mode': 'single', 'url': 'https://repository.saeon.ac.za/index.php/s/cBLgd5CLASatAEB?openfile=true', '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': 'Agriculture', 'id': '76bc5b3e-aa3e-4117-a94e-53d07473952b', 'name': 'Agriculture', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'Commercial forestry', 'id': 'c9cdbbe0-563e-48b0-b276-8873fa70a327', 'name': 'Commercial forestry', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'Forestry distribution', 'id': 'a373ef67-e2f7-4c4c-a9f1-42afafc3032f', 'name': 'Forestry distribution', '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': 'camden white oak', 'id': '3cc93404-f6b7-4379-ab1e-8c42f0fd9a1d', 'name': 'camden white oak', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'eucalyptus benthamii', 'id': '56e25823-a6be-427c-8b36-00f5eca281e5', 'name': 'eucalyptus benthamii', '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': 'mean annual temperature', 'id': '0a26cf57-b8c6-4b72-9ee4-81752d2e70e7', 'name': 'mean annual temperature', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'soil moisture', 'id': '3952e971-20d2-4356-910e-3e5aca562b6c', 'name': 'soil moisture', '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': '64e47517-dce0-4a13-9ab7-ef1cfcd1d892', 'doi': '10.15493/SARVA.BEEH.10000034', 'featured': 'false', 'id': '9eacac9c-41d1-4a96-8f89-899790ceddcc', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': 'Eucalyptus badjensis, or the commonly named Badger Gum, is a medium to fast growing tall and low maintenance tree which can withstand low to moderate soil moisture (Australia plants, 2004). This cool climate species grows optimally at MATs ranging from 14 - 17 degree Celsius and MAPs > 725 mm (Kunz, 2004).', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-10-17T09:56:44.152758', 'metadata_date': '2025-10-17T00:00', 'metadata_modified': '2025-10-17T09:59:18.993025', 'metadata_thumbnail': '', 'name': 'climatically_suitable_growth_areas_for_eucalyptus_badjensis', 'notes': 'Eucalyptus badjensis, or the commonly named Badger Gum, is a medium to fast growing tall and low maintenance tree which can withstand low to moderate soil moisture (Australia plants, 2004). This cool climate species grows optimally at MATs ranging from 14 - 17 degree Celsius and MAPs > 725 mm (Kunz, 2004).', '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 Suitable Growth Areas for Eucalyptus badjensis', '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.10000034', 'name': 'Climatically Suitable Growth Areas for Eucalyptus badjensis'}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-10-17T09:57:25.829177', 'description': '', 'format': '', 'format_version': '', 'hash': '', 'id': '5d641cd0-6b18-47dc-9510-a564d9b939ad', 'last_modified': None, 'metadata_modified': '2025-10-17T09:57:25.820623', 'mimetype': None, 'mimetype_inner': None, 'name': 'Climatically Suitable Growth Areas for Eucalyptus badjensis', 'package_id': '9eacac9c-41d1-4a96-8f89-899790ceddcc', 'position': 0, 'resource_type': 'other', 'size': None, 'state': 'active', 'upload_mode': 'single', 'url': 'https://repository.saeon.ac.za/index.php/s/sD5Bteyo7ZaJ8Nz?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': 'Agriculture', 'id': '76bc5b3e-aa3e-4117-a94e-53d07473952b', 'name': 'Agriculture', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'Commercial forestry', 'id': 'c9cdbbe0-563e-48b0-b276-8873fa70a327', 'name': 'Commercial forestry', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'Forestry distribution', 'id': 'a373ef67-e2f7-4c4c-a9f1-42afafc3032f', 'name': 'Forestry distribution', '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': 'badger gum', 'id': 'f554e8ba-09c0-4537-a437-86b627bc65ff', 'name': 'badger gum', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'eucalyptus badjensis', 'id': 'f454302a-0855-4932-981e-96716ec6ec70', 'name': 'eucalyptus badjensis', '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': 'mean annual precipitation', 'id': '7e44e7b0-91e0-498f-b2ef-b7a5d8db9859', 'name': 'mean annual precipitation', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'mean annual temperature', 'id': '0a26cf57-b8c6-4b72-9ee4-81752d2e70e7', 'name': 'mean annual temperature', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'soil moisture', 'id': '3952e971-20d2-4356-910e-3e5aca562b6c', 'name': 'soil moisture', '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': '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': '64e47517-dce0-4a13-9ab7-ef1cfcd1d892', 'doi': '10.15493/SARVA.BEEH.10000104', 'featured': 'false', 'id': '84eba355-8f57-484b-b365-b008e6769b37', 'isopen': False, 'license_id': None, 'license_title': None, 'lineage_statement': 'Litchis, Litchi chinensis, are indigenous to subtropical southern China and were first imported to South Africa from Mauritius in the 1870s (ARC, 2005). Of the 7 000 tons of litchis produced annually in South Africa, with a gross value exceeding R25 million, about 60 percent come from Mpumalanga, 38 percent from Limpopo and 2 percent from KwaZulu-Natal (Statistics SA, 2002; NDA, 2005).', 'maintainer': None, 'maintainer_email': None, 'metadata_created': '2025-10-17T10:52:41.204356', 'metadata_date': '2025-10-17T00:00', 'metadata_modified': '2025-10-17T11:03:29.674696', 'metadata_thumbnail': '', 'name': 'climatically_optimum_growth_areas_litchis_composite_of_all_criteria', 'notes': 'Litchis, Litchi chinensis, are indigenous to subtropical southern China and were first imported to South Africa from Mauritius in the 1870s (ARC, 2005). Of the 7 000 tons of litchis produced annually in South Africa, with a gross value exceeding R25 million, about 60 percent come from Mpumalanga, 38 percent from Limpopo and 2 percent from KwaZulu-Natal (Statistics SA, 2002; NDA, 2005).', 'num_resources': 1, 'num_tags': 9, '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 Litchis 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'}], 'metadata_standard': [{'name': 'SANS 1878-1:2011', 'version': '1.1'}], 'online_resource': [{'application_profile': '', 'description': 2, 'linkage': 'https://catalogue.saeon.ac.za/records/10.15493/SARVA.BEEH.10000104', 'name': 'Climatically Optimum Growth Areas Litchis Composite Of All Criteria'}], 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2025-10-17T10:57:28.000498', 'description': '', 'format': '', 'format_version': '', 'hash': '', 'id': '0d6d7010-b440-48b4-b1f1-23f9e48ae3e9', 'last_modified': None, 'metadata_modified': '2025-10-17T10:57:27.994148', 'mimetype': None, 'mimetype_inner': None, 'name': 'Climatically Optimum Growth Areas Litchis Composite Of All Criteria', 'package_id': '84eba355-8f57-484b-b365-b008e6769b37', 'position': 0, 'resource_type': 'other', 'size': None, 'state': 'active', 'upload_mode': 'single', 'url': 'https://repository.saeon.ac.za/index.php/s/3E4cCsAMaj92xjw?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': 'Biophysical variables', 'id': 'f1a1894f-6ab7-4e6c-8091-05cbab5811a1', 'name': 'Biophysical variables', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'Commercial cropping system', 'id': 'be02ede8-4f81-48f2-a871-0dd690bc3d8d', 'name': 'Commercial cropping system', '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': 'growth areas', 'id': '270aa94b-1ca2-41e2-a735-944a362034d0', 'name': 'growth areas', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'litchis', 'id': 'd3708a75-1f7c-44e4-a373-5b1fe3e8fc43', 'name': 'litchis', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'maximum temperature', 'id': '0d49853e-a68d-4627-a644-58f7c8ad8e96', 'name': 'maximum temperature', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'relative humidity', 'id': '716d7246-9aa8-458a-ae7e-a0a174c2dbb8', 'name': 'relative humidity', 'state': 'active', 'vocabulary_id': None}], 'topic_and_saeoss_themes': [{'iso_topic_category': 'imageryBaseMapsEarthCover'}], 'groups': [], 'relationships_as_subject': [], 'relationships_as_object': []}] |