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in Crop Growth and FAO Parameters for the Soil Water Balance (SWB) Model (WRC 753/1/99) -
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authors
to[{'author_department': 'Department of Plant Production and Soil Science', 'author_email': 'john.annandale@up.ac.za', 'author_name': 'John', 'author_organization': 'University of Pretoria', 'author_surname': 'Annandale', 'contact_same_as_author': 'true'}, {'author_department': 'Department of Plant Production and Soil Science', 'author_email': '', 'author_name': 'Nico', 'author_organization': 'University of Pretoria', 'author_surname': 'Benade', 'contact_same_as_author': 'false'}, {'author_department': 'Department of Plant Production and Soil Science', 'author_email': '', 'author_name': 'Nebojsa', 'author_organization': 'University of Pretoria', 'author_surname': 'Jovanovic', 'contact_same_as_author': 'false'}, {'author_department': 'Department of Plant Production and Soil Science', 'author_email': '', 'author_name': 'Martin', 'author_organization': 'University of Pretoria', 'author_surname': 'Steyn', 'contact_same_as_author': 'false'}, {'author_department': 'Department of Plant Production and Soil Science', 'author_email': '', 'author_name': 'Neil', 'author_organization': 'University of Pretoria', 'author_surname': 'du Sautoy', 'contact_same_as_author': 'false'}]
in Crop Growth and FAO Parameters for the Soil Water Balance (SWB) Model (WRC 753/1/99) -
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spatial
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in Crop Growth and FAO Parameters for the Soil Water Balance (SWB) Model (WRC 753/1/99)
| f | 1 | { | f | 1 | { |
| 2 | "agreement": "true", | 2 | "agreement": "true", | ||
| 3 | "alternative_identifier": "ISBN 1 86845 559 9", | 3 | "alternative_identifier": "ISBN 1 86845 559 9", | ||
| 4 | "author": null, | 4 | "author": null, | ||
| 5 | "author_email": null, | 5 | "author_email": null, | ||
| 6 | "authors": [ | 6 | "authors": [ | ||
| 7 | { | 7 | { | ||
| 8 | "author_department": "Department of Plant Production and Soil | 8 | "author_department": "Department of Plant Production and Soil | ||
| 9 | Science", | 9 | Science", | ||
| n | 10 | "author_email": "", | n | 10 | "author_email": "john.annandale@up.ac.za", |
| 11 | "author_name": "John", | 11 | "author_name": "John", | ||
| 12 | "author_organization": "University of Pretoria", | 12 | "author_organization": "University of Pretoria", | ||
| 13 | "author_surname": "Annandale", | 13 | "author_surname": "Annandale", | ||
| 14 | "contact_same_as_author": "true" | 14 | "contact_same_as_author": "true" | ||
| 15 | }, | 15 | }, | ||
| 16 | { | 16 | { | ||
| 17 | "author_department": "Department of Plant Production and Soil | 17 | "author_department": "Department of Plant Production and Soil | ||
| 18 | Science", | 18 | Science", | ||
| 19 | "author_email": "", | 19 | "author_email": "", | ||
| n | 20 | "author_name": "N.", | n | 20 | "author_name": "Nico", |
| 21 | "author_organization": "University of Pretoria", | 21 | "author_organization": "University of Pretoria", | ||
| 22 | "author_surname": "Benade", | 22 | "author_surname": "Benade", | ||
| 23 | "contact_same_as_author": "false" | 23 | "contact_same_as_author": "false" | ||
| 24 | }, | 24 | }, | ||
| 25 | { | 25 | { | ||
| 26 | "author_department": "Department of Plant Production and Soil | 26 | "author_department": "Department of Plant Production and Soil | ||
| 27 | Science", | 27 | Science", | ||
| 28 | "author_email": "", | 28 | "author_email": "", | ||
| 29 | "author_name": "Nebojsa", | 29 | "author_name": "Nebojsa", | ||
| 30 | "author_organization": "University of Pretoria", | 30 | "author_organization": "University of Pretoria", | ||
| 31 | "author_surname": "Jovanovic", | 31 | "author_surname": "Jovanovic", | ||
| 32 | "contact_same_as_author": "false" | 32 | "contact_same_as_author": "false" | ||
| 33 | }, | 33 | }, | ||
| 34 | { | 34 | { | ||
| 35 | "author_department": "Department of Plant Production and Soil | 35 | "author_department": "Department of Plant Production and Soil | ||
| 36 | Science", | 36 | Science", | ||
| 37 | "author_email": "", | 37 | "author_email": "", | ||
| n | 38 | "author_name": "John", | n | 38 | "author_name": "Martin", |
| 39 | "author_organization": "University of Pretoria", | 39 | "author_organization": "University of Pretoria", | ||
| 40 | "author_surname": "Steyn", | 40 | "author_surname": "Steyn", | ||
| 41 | "contact_same_as_author": "false" | 41 | "contact_same_as_author": "false" | ||
| 42 | }, | 42 | }, | ||
| 43 | { | 43 | { | ||
| 44 | "author_department": "Department of Plant Production and Soil | 44 | "author_department": "Department of Plant Production and Soil | ||
| 45 | Science", | 45 | Science", | ||
| 46 | "author_email": "", | 46 | "author_email": "", | ||
| n | 47 | "author_name": "N.", | n | 47 | "author_name": "Neil", |
| 48 | "author_organization": "University of Pretoria", | 48 | "author_organization": "University of Pretoria", | ||
| 49 | "author_surname": "du Sautoy", | 49 | "author_surname": "du Sautoy", | ||
| 50 | "contact_same_as_author": "false" | 50 | "contact_same_as_author": "false" | ||
| 51 | } | 51 | } | ||
| 52 | ], | 52 | ], | ||
| 53 | "citation_title": "ANNANDALE JG, BENADE N, JOVANOVIC NZ, STEYN JM | 53 | "citation_title": "ANNANDALE JG, BENADE N, JOVANOVIC NZ, STEYN JM | ||
| 54 | and DU SAUTOY N (1999) Facilitating Irrigation Scheduling by Means of | 54 | and DU SAUTOY N (1999) Facilitating Irrigation Scheduling by Means of | ||
| 55 | the Soil Water Balance Model. WRC Report No. 753/1/99. Water Research | 55 | the Soil Water Balance Model. WRC Report No. 753/1/99. Water Research | ||
| 56 | Commission, Pretoria.", | 56 | Commission, Pretoria.", | ||
| 57 | "contact_person": [ | 57 | "contact_person": [ | ||
| 58 | { | 58 | { | ||
| 59 | "contact_department": "Department of Plant Production and Soil | 59 | "contact_department": "Department of Plant Production and Soil | ||
| 60 | Science", | 60 | Science", | ||
| 61 | "contact_email": "john.annandale@up.ac.za", | 61 | "contact_email": "john.annandale@up.ac.za", | ||
| 62 | "contact_name": "John", | 62 | "contact_name": "John", | ||
| 63 | "contact_orgnization": "University of Pretoria" | 63 | "contact_orgnization": "University of Pretoria" | ||
| 64 | } | 64 | } | ||
| 65 | ], | 65 | ], | ||
| 66 | "creator_user_id": "bc28a33f-dc21-4795-a57f-da7cd1aa23ea", | 66 | "creator_user_id": "bc28a33f-dc21-4795-a57f-da7cd1aa23ea", | ||
| 67 | "data_classification": "static", | 67 | "data_classification": "static", | ||
| 68 | "data_collection_organization": "University of Pretoria", | 68 | "data_collection_organization": "University of Pretoria", | ||
| 69 | "data_reference_date": [ | 69 | "data_reference_date": [ | ||
| 70 | { | 70 | { | ||
| 71 | "data_reference_date_from": "1993-01-01", | 71 | "data_reference_date_from": "1993-01-01", | ||
| 72 | "data_reference_date_to": "1999-12-31" | 72 | "data_reference_date_to": "1999-12-31" | ||
| 73 | } | 73 | } | ||
| 74 | ], | 74 | ], | ||
| 75 | "data_structure_category": "structured", | 75 | "data_structure_category": "structured", | ||
| 76 | "dataset_language": "English", | 76 | "dataset_language": "English", | ||
| 77 | "dataset_license_url": | 77 | "dataset_license_url": | ||
| 78 | "https://creativecommons.org/licenses/by/4.0/", | 78 | "https://creativecommons.org/licenses/by/4.0/", | ||
| 79 | "did_author_or_contact_organization_collect_the_data": "true", | 79 | "did_author_or_contact_organization_collect_the_data": "true", | ||
| 80 | "email": "john.annandale@up.ac.za", | 80 | "email": "john.annandale@up.ac.za", | ||
| 81 | "groups": [], | 81 | "groups": [], | ||
| 82 | "id": "6df6e485-f0dc-4cce-ae85-127c562d4619", | 82 | "id": "6df6e485-f0dc-4cce-ae85-127c562d4619", | ||
| 83 | "isopen": false, | 83 | "isopen": false, | ||
| 84 | "keywords": "irrigation scheduling, soil water balance, SWB model, | 84 | "keywords": "irrigation scheduling, soil water balance, SWB model, | ||
| 85 | crop parameters, FAO crop factors, crop growth, evapotranspiration, | 85 | crop parameters, FAO crop factors, crop growth, evapotranspiration, | ||
| 86 | crop modelling, calibration, validation", | 86 | crop modelling, calibration, validation", | ||
| 87 | "license": "Open (Creative Commons)", | 87 | "license": "Open (Creative Commons)", | ||
| 88 | "license_id": null, | 88 | "license_id": null, | ||
| 89 | "license_title": null, | 89 | "license_title": null, | ||
| 90 | "maintainer": null, | 90 | "maintainer": null, | ||
| 91 | "maintainer_email": null, | 91 | "maintainer_email": null, | ||
| 92 | "metadata_created": "2026-07-30T07:32:41.393192", | 92 | "metadata_created": "2026-07-30T07:32:41.393192", | ||
| n | 93 | "metadata_modified": "2026-07-30T07:32:41.393200", | n | 93 | "metadata_modified": "2026-07-30T07:34:30.977107", |
| 94 | "minimum_maximum_extent": [ | 94 | "minimum_maximum_extent": [ | ||
| 95 | { | 95 | { | ||
| 96 | "maximum_vertical_extent": "1500", | 96 | "maximum_vertical_extent": "1500", | ||
| 97 | "minimum_vertical_extent": "1200" | 97 | "minimum_vertical_extent": "1200" | ||
| 98 | } | 98 | } | ||
| 99 | ], | 99 | ], | ||
| 100 | "name": | 100 | "name": | ||
| 101 | h-and-fao-parameters-for-the-soil-water-balance-swb-model-wrc-753199", | 101 | h-and-fao-parameters-for-the-soil-water-balance-swb-model-wrc-753199", | ||
| 102 | "notes": "This dataset comprised crop parameter data harvested from | 102 | "notes": "This dataset comprised crop parameter data harvested from | ||
| 103 | WRC Report 753/1/99, which facilitated irrigation scheduling by means | 103 | WRC Report 753/1/99, which facilitated irrigation scheduling by means | ||
| 104 | of the Soil Water Balance (SWB) model. The data described the | 104 | of the Soil Water Balance (SWB) model. The data described the | ||
| 105 | crop-growth and FAO crop-factor parameter databases developed for a | 105 | crop-growth and FAO crop-factor parameter databases developed for a | ||
| 106 | wide range of agronomic, vegetable, forage and tree crops, together | 106 | wide range of agronomic, vegetable, forage and tree crops, together | ||
| 107 | with the field measurements and model outputs used to calibrate and | 107 | with the field measurements and model outputs used to calibrate and | ||
| 108 | validate the SWB model. Field trials were conducted to obtain data | 108 | validate the SWB model. Field trials were conducted to obtain data | ||
| 109 | sets where these were not otherwise available, including a vegetable | 109 | sets where these were not otherwise available, including a vegetable | ||
| 110 | trial at Roodeplaat and a peach trial at Hatfield, both near Pretoria, | 110 | trial at Roodeplaat and a peach trial at Hatfield, both near Pretoria, | ||
| 111 | South Africa, with additional validation data drawn from collaborators | 111 | South Africa, with additional validation data drawn from collaborators | ||
| 112 | and published sources across several South African sites. The | 112 | and published sources across several South African sites. The | ||
| 113 | harvested dataset included: specific crop-growth parameters for the | 113 | harvested dataset included: specific crop-growth parameters for the | ||
| 114 | mechanistic SWB model (Appendix Table B1) covering canopy radiation | 114 | mechanistic SWB model (Appendix Table B1) covering canopy radiation | ||
| 115 | extinction coefficient, temperature thresholds and day-degree | 115 | extinction coefficient, temperature thresholds and day-degree | ||
| 116 | requirements, specific leaf area, dry-matter partitioning, rooting and | 116 | requirements, specific leaf area, dry-matter partitioning, rooting and | ||
| 117 | transpiration parameters; FAO crop factors by growth stage (Appendix | 117 | transpiration parameters; FAO crop factors by growth stage (Appendix | ||
| 118 | Table B2) covering stage durations, basal crop coefficients, stress | 118 | Table B2) covering stage durations, basal crop coefficients, stress | ||
| 119 | factors, root depth, crop height and allowable depletion; planting and | 119 | factors, root depth, crop height and allowable depletion; planting and | ||
| 120 | harvest dates and row spacings for vegetable cultivars; a crop | 120 | harvest dates and row spacings for vegetable cultivars; a crop | ||
| 121 | calibration and validation inventory with data sources; and | 121 | calibration and validation inventory with data sources; and | ||
| 122 | per-simulation soil-water-balance summary values. Values were | 122 | per-simulation soil-water-balance summary values. Values were | ||
| 123 | extracted from a scanned, OCR-processed report and verified against | 123 | extracted from a scanned, OCR-processed report and verified against | ||
| 124 | the source pages; cells that could not be resolved with confidence are | 124 | the source pages; cells that could not be resolved with confidence are | ||
| 125 | flagged in the accompanying workbook.", | 125 | flagged in the accompanying workbook.", | ||
| 126 | "num_resources": 0, | 126 | "num_resources": 0, | ||
| 127 | "num_tags": 0, | 127 | "num_tags": 0, | ||
| 128 | "organization": { | 128 | "organization": { | ||
| 129 | "approval_status": "approved", | 129 | "approval_status": "approved", | ||
| 130 | "created": "2026-02-19T10:16:04.079269", | 130 | "created": "2026-02-19T10:16:04.079269", | ||
| 131 | "description": "The University of Pretoria (UP) is one of | 131 | "description": "The University of Pretoria (UP) is one of | ||
| 132 | Africa\u2019s top universities and the largest contact university in | 132 | Africa\u2019s top universities and the largest contact university in | ||
| 133 | South Africa. We produce socially impactful research to find solutions | 133 | South Africa. We produce socially impactful research to find solutions | ||
| 134 | for the world\u2019s most pressing issues. We have a high quality of | 134 | for the world\u2019s most pressing issues. We have a high quality of | ||
| 135 | teaching and learning in the classroom, online, or in communities. We | 135 | teaching and learning in the classroom, online, or in communities. We | ||
| 136 | have support in place for our students to graduate on time as | 136 | have support in place for our students to graduate on time as | ||
| 137 | well-rounded, responsible citizens fully prepared for the world beyond | 137 | well-rounded, responsible citizens fully prepared for the world beyond | ||
| 138 | university.", | 138 | university.", | ||
| 139 | "id": "149918e1-73c3-463f-a6fe-401915e67e0f", | 139 | "id": "149918e1-73c3-463f-a6fe-401915e67e0f", | ||
| 140 | "image_url": "2026-02-19-101604.068497UPlogo.jpg", | 140 | "image_url": "2026-02-19-101604.068497UPlogo.jpg", | ||
| 141 | "is_organization": true, | 141 | "is_organization": true, | ||
| 142 | "name": "university-of-pretoria", | 142 | "name": "university-of-pretoria", | ||
| 143 | "state": "active", | 143 | "state": "active", | ||
| 144 | "title": "University of Pretoria", | 144 | "title": "University of Pretoria", | ||
| 145 | "type": "organization" | 145 | "type": "organization" | ||
| 146 | }, | 146 | }, | ||
| 147 | "owner_org": "149918e1-73c3-463f-a6fe-401915e67e0f", | 147 | "owner_org": "149918e1-73c3-463f-a6fe-401915e67e0f", | ||
| 148 | "private": false, | 148 | "private": false, | ||
| 149 | "publication_date": "1999-01-01", | 149 | "publication_date": "1999-01-01", | ||
| 150 | "publisher": "Water Research Commission", | 150 | "publisher": "Water Research Commission", | ||
| 151 | "relationships_as_object": [], | 151 | "relationships_as_object": [], | ||
| 152 | "relationships_as_subject": [], | 152 | "relationships_as_subject": [], | ||
| 153 | "resources": [], | 153 | "resources": [], | ||
| 154 | "spatial": "{\"type\": \"Polygon\", \"coordinates\": [[[25.7, | 154 | "spatial": "{\"type\": \"Polygon\", \"coordinates\": [[[25.7, | ||
| n | 155 | -29.1], [28.3, -29.1], [28.3, -25.6], [25.7, -25.6], [25.7, | n | 155 | -25.6], [28.3, -25.6], [28.3, -29.1], [25.7, -29.1], [25.7, |
| 156 | -29.1]]]}", | 156 | -25.6]]]}", | ||
| 157 | "state": "active", | 157 | "state": "active", | ||
| 158 | "tags": [], | 158 | "tags": [], | ||
| 159 | "title": "Crop Growth and FAO Parameters for the Soil Water Balance | 159 | "title": "Crop Growth and FAO Parameters for the Soil Water Balance | ||
| 160 | (SWB) Model (WRC 753/1/99)", | 160 | (SWB) Model (WRC 753/1/99)", | ||
| 161 | "type": "dataset", | 161 | "type": "dataset", | ||
| 162 | "uploader_estimation_of_extent_of_processing": "refined", | 162 | "uploader_estimation_of_extent_of_processing": "refined", | ||
| 163 | "url": null, | 163 | "url": null, | ||
| 164 | "version": null, | 164 | "version": null, | ||
| 165 | "vertical_extent_datum": "masl", | 165 | "vertical_extent_datum": "masl", | ||
| 166 | "wrc_project_number": "753/1/99", | 166 | "wrc_project_number": "753/1/99", | ||
| t | 167 | "wro_theme": "Agriculture" | t | 167 | "wro_theme": "agriculture" |
| 168 | } | 168 | } |