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Changed value of field
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of resource TT173-02_Ch2_research_catchments_WRO.xlsx to18
(previously17
) in Streamflow reduction tables for commercial afforestation in South Africa, with catchment data
| f | 1 | { | f | 1 | { |
| 2 | "agreement": "true", | 2 | "agreement": "true", | ||
| 3 | "alternative_identifier": "ISBN 1-86845-845-8", | 3 | "alternative_identifier": "ISBN 1-86845-845-8", | ||
| 4 | "author": null, | 4 | "author": null, | ||
| 5 | "author_email": null, | 5 | "author_email": null, | ||
| 6 | "authors": [ | 6 | "authors": [ | ||
| 7 | { | 7 | { | ||
| 8 | "author_department": "", | 8 | "author_department": "", | ||
| 9 | "author_email": "markgush@rhs.org.uk", | 9 | "author_email": "markgush@rhs.org.uk", | ||
| 10 | "author_name": "Mark", | 10 | "author_name": "Mark", | ||
| 11 | "author_organization": "CSIR", | 11 | "author_organization": "CSIR", | ||
| 12 | "author_surname": "Gush", | 12 | "author_surname": "Gush", | ||
| 13 | "contact_same_as_author": "true" | 13 | "contact_same_as_author": "true" | ||
| 14 | }, | 14 | }, | ||
| 15 | { | 15 | { | ||
| 16 | "author_department": "School of Bioresources Engineering and | 16 | "author_department": "School of Bioresources Engineering and | ||
| 17 | Environmental Hydrology", | 17 | Environmental Hydrology", | ||
| 18 | "author_email": "", | 18 | "author_email": "", | ||
| 19 | "author_name": "Graham", | 19 | "author_name": "Graham", | ||
| 20 | "author_organization": "University of KwaZulu-Natal", | 20 | "author_organization": "University of KwaZulu-Natal", | ||
| 21 | "author_surname": "Jewitt" | 21 | "author_surname": "Jewitt" | ||
| 22 | }, | 22 | }, | ||
| 23 | { | 23 | { | ||
| 24 | "author_department": "School of Bioresources Engineering and | 24 | "author_department": "School of Bioresources Engineering and | ||
| 25 | Environmental Hydrology", | 25 | Environmental Hydrology", | ||
| 26 | "author_email": "", | 26 | "author_email": "", | ||
| 27 | "author_name": "Roland", | 27 | "author_name": "Roland", | ||
| 28 | "author_organization": "University of KwaZulu-Natal", | 28 | "author_organization": "University of KwaZulu-Natal", | ||
| 29 | "author_surname": "Schulze" | 29 | "author_surname": "Schulze" | ||
| 30 | }, | 30 | }, | ||
| 31 | { | 31 | { | ||
| 32 | "author_department": "School of Bioresources Engineering and | 32 | "author_department": "School of Bioresources Engineering and | ||
| 33 | Environmental Hydrology", | 33 | Environmental Hydrology", | ||
| 34 | "author_email": "", | 34 | "author_email": "", | ||
| 35 | "author_name": "Trevor", | 35 | "author_name": "Trevor", | ||
| 36 | "author_organization": "University of KwaZulu-Natal", | 36 | "author_organization": "University of KwaZulu-Natal", | ||
| 37 | "author_surname": "Lumsden" | 37 | "author_surname": "Lumsden" | ||
| 38 | }, | 38 | }, | ||
| 39 | { | 39 | { | ||
| 40 | "author_department": "School of Bioresources Engineering and | 40 | "author_department": "School of Bioresources Engineering and | ||
| 41 | Environmental Hydrology", | 41 | Environmental Hydrology", | ||
| 42 | "author_email": "", | 42 | "author_email": "", | ||
| 43 | "author_name": "Lance", | 43 | "author_name": "Lance", | ||
| 44 | "author_organization": "University of KwaZulu-Natal", | 44 | "author_organization": "University of KwaZulu-Natal", | ||
| 45 | "author_surname": "Hallowes" | 45 | "author_surname": "Hallowes" | ||
| 46 | }, | 46 | }, | ||
| 47 | { | 47 | { | ||
| 48 | "author_department": "Department of Civil Engineering", | 48 | "author_department": "Department of Civil Engineering", | ||
| 49 | "author_email": "", | 49 | "author_email": "", | ||
| 50 | "author_name": "Andre", | 50 | "author_name": "Andre", | ||
| 51 | "author_organization": "Stellenbosch University", | 51 | "author_organization": "Stellenbosch University", | ||
| 52 | "author_surname": "G\u00f6rgens" | 52 | "author_surname": "G\u00f6rgens" | ||
| 53 | } | 53 | } | ||
| 54 | ], | 54 | ], | ||
| 55 | "citation_title": "GUSH MB, SCOTT DF, JEWITT GPW, SCHULZE RE, | 55 | "citation_title": "GUSH MB, SCOTT DF, JEWITT GPW, SCHULZE RE, | ||
| 56 | LUMSDEN TG, HALLOWES LA and G\u00d6RGENS AHM (2002) Streamflow | 56 | LUMSDEN TG, HALLOWES LA and G\u00d6RGENS AHM (2002) Streamflow | ||
| 57 | reduction tables for commercial afforestation in South Africa, with | 57 | reduction tables for commercial afforestation in South Africa, with | ||
| 58 | research catchment verification data. Harvested from Estimation of | 58 | research catchment verification data. Harvested from Estimation of | ||
| 59 | streamflow reductions resulting from commercial afforestation in South | 59 | streamflow reductions resulting from commercial afforestation in South | ||
| 60 | Africa. WRC Report No. TT 173/02. Water Research Commission, | 60 | Africa. WRC Report No. TT 173/02. Water Research Commission, | ||
| 61 | Pretoria.", | 61 | Pretoria.", | ||
| 62 | "contact_person": [ | 62 | "contact_person": [ | ||
| 63 | { | 63 | { | ||
| 64 | "contact_department": "", | 64 | "contact_department": "", | ||
| 65 | "contact_email": "markgush@rhs.org.uk", | 65 | "contact_email": "markgush@rhs.org.uk", | ||
| 66 | "contact_name": "Mark", | 66 | "contact_name": "Mark", | ||
| 67 | "contact_orgnization": "CSIR" | 67 | "contact_orgnization": "CSIR" | ||
| 68 | } | 68 | } | ||
| 69 | ], | 69 | ], | ||
| 70 | "creator_user_id": "bc28a33f-dc21-4795-a57f-da7cd1aa23ea", | 70 | "creator_user_id": "bc28a33f-dc21-4795-a57f-da7cd1aa23ea", | ||
| 71 | "data_classification": "both", | 71 | "data_classification": "both", | ||
| 72 | "data_collection_organization": "University of KwaZulu-Natal", | 72 | "data_collection_organization": "University of KwaZulu-Natal", | ||
| 73 | "data_structure_category": "structured", | 73 | "data_structure_category": "structured", | ||
| 74 | "dataset_language": "English", | 74 | "dataset_language": "English", | ||
| 75 | "dataset_license_url": | 75 | "dataset_license_url": | ||
| 76 | "https://creativecommons.org/licenses/by-sa/4.0/", | 76 | "https://creativecommons.org/licenses/by-sa/4.0/", | ||
| 77 | "did_author_or_contact_organization_collect_the_data": "true", | 77 | "did_author_or_contact_organization_collect_the_data": "true", | ||
| 78 | "email": "vanderLaanM@arc.agric.za", | 78 | "email": "vanderLaanM@arc.agric.za", | ||
| 79 | "extras": [ | 79 | "extras": [ | ||
| 80 | { | 80 | { | ||
| 81 | "key": "data_reference_date_from", | 81 | "key": "data_reference_date_from", | ||
| 82 | "value": "1950-01-01" | 82 | "value": "1950-01-01" | ||
| 83 | }, | 83 | }, | ||
| 84 | { | 84 | { | ||
| 85 | "key": "data_reference_date_to", | 85 | "key": "data_reference_date_to", | ||
| 86 | "value": "1999-07-31" | 86 | "value": "1999-07-31" | ||
| 87 | } | 87 | } | ||
| 88 | ], | 88 | ], | ||
| 89 | "groups": [], | 89 | "groups": [], | ||
| 90 | "id": "b88f4318-5e4a-42e6-87fc-0af4519f2dbe", | 90 | "id": "b88f4318-5e4a-42e6-87fc-0af4519f2dbe", | ||
| 91 | "isopen": false, | 91 | "isopen": false, | ||
| 92 | "keywords": "streamflow reduction, stream flow reduction activity, | 92 | "keywords": "streamflow reduction, stream flow reduction activity, | ||
| 93 | water use licensing, afforestation, commercial forestry, eucalyptus, | 93 | water use licensing, afforestation, commercial forestry, eucalyptus, | ||
| 94 | pine, wattle, ACRU, hydrological modelling, quaternary catchment, low | 94 | pine, wattle, ACRU, hydrological modelling, quaternary catchment, low | ||
| 95 | flows, catchment experiments, Cathedral Peak, Westfalia, Jonkershoek, | 95 | flows, catchment experiments, Cathedral Peak, Westfalia, Jonkershoek, | ||
| 96 | Witklip, South Africa", | 96 | Witklip, South Africa", | ||
| 97 | "license": "Open (Creative Commons)", | 97 | "license": "Open (Creative Commons)", | ||
| 98 | "license_id": null, | 98 | "license_id": null, | ||
| 99 | "license_title": null, | 99 | "license_title": null, | ||
| 100 | "maintainer": null, | 100 | "maintainer": null, | ||
| 101 | "maintainer_email": null, | 101 | "maintainer_email": null, | ||
| 102 | "metadata_created": "2026-10-02T07:22:31.733854", | 102 | "metadata_created": "2026-10-02T07:22:31.733854", | ||
| n | 103 | "metadata_modified": "2026-10-29T07:54:15.418117", | n | 103 | "metadata_modified": "2026-10-29T07:56:33.889800", |
| 104 | "minimum_maximum_extent": [ | 104 | "minimum_maximum_extent": [ | ||
| 105 | { | 105 | { | ||
| 106 | "maximum_vertical_extent": "3451", | 106 | "maximum_vertical_extent": "3451", | ||
| 107 | "minimum_vertical_extent": "0" | 107 | "minimum_vertical_extent": "0" | ||
| 108 | } | 108 | } | ||
| 109 | ], | 109 | ], | ||
| 110 | "name": | 110 | "name": | ||
| 111 | les-for-commercial-afforestation-in-south-africa-with-catchment-data", | 111 | les-for-commercial-afforestation-in-south-africa-with-catchment-data", | ||
| 112 | "notes": "This dataset contained the national streamflow reduction | 112 | "notes": "This dataset contained the national streamflow reduction | ||
| 113 | (SFR) tables for commercial afforestation and the research catchment | 113 | (SFR) tables for commercial afforestation and the research catchment | ||
| 114 | data used to verify them, harvested from WRC Report TT 173/02 (2002). | 114 | data used to verify them, harvested from WRC Report TT 173/02 (2002). | ||
| 115 | The work was done in WRC project K5/1110, jointly funded by the Water | 115 | The work was done in WRC project K5/1110, jointly funded by the Water | ||
| 116 | Research Commission and the Department of Water Affairs and Forestry. | 116 | Research Commission and the Department of Water Affairs and Forestry. | ||
| 117 | The ACRU agrohydrological model was first verified against catchment | 117 | The ACRU agrohydrological model was first verified against catchment | ||
| 118 | experiments at Cathedral Peak (catchments II and IV), Westfalia (A to | 118 | experiments at Cathedral Peak (catchments II and IV), Westfalia (A to | ||
| 119 | D), Jonkershoek (Lambrechtsbos A and B), Witklip (catchment V), | 119 | D), Jonkershoek (Lambrechtsbos A and B), Witklip (catchment V), | ||
| 120 | Ntabamhlope (V7H004), Cedara (U2H018) and the Seven Oaks evaporation | 120 | Ntabamhlope (V7H004), Cedara (U2H018) and the Seven Oaks evaporation | ||
| 121 | site (B29). For these sites the dataset gave catchment characteristics | 121 | site (B29). For these sites the dataset gave catchment characteristics | ||
| 122 | (weir, rain gauges, area, altitude, coordinates, mean annual | 122 | (weir, rain gauges, area, altitude, coordinates, mean annual | ||
| 123 | precipitation, soils), sub-catchment areas, year-by-year land cover | 123 | precipitation, soils), sub-catchment areas, year-by-year land cover | ||
| 124 | histories of planting and clearfelling, monthly climate means, | 124 | histories of planting and clearfelling, monthly climate means, | ||
| 125 | goodness-of-fit statistics for simulated monthly total and low flows | 125 | goodness-of-fit statistics for simulated monthly total and low flows | ||
| 126 | under detailed and default inputs, comparisons with | 126 | under detailed and default inputs, comparisons with | ||
| 127 | regression-estimated flow reductions, and the confidence bands the | 127 | regression-estimated flow reductions, and the confidence bands the | ||
| 128 | authors proposed for applying the national tables. The model was then | 128 | authors proposed for applying the national tables. The model was then | ||
| 129 | applied to all 843 quaternary catchments with a mean annual | 129 | applied to all 843 quaternary catchments with a mean annual | ||
| 130 | precipitation above 650 mm. Daily simulations were run for 1950 to | 130 | precipitation above 650 mm. Daily simulations were run for 1950 to | ||
| 131 | 1993 under the modal Acocks veld type as baseline and under complete | 131 | 1993 under the modal Acocks veld type as baseline and under complete | ||
| 132 | afforestation with eucalypts (representative age 4 years), pines (7 | 132 | afforestation with eucalypts (representative age 4 years), pines (7 | ||
| 133 | years) and wattle (4 years), each on shallow (0.6 m), medium (0.9 m) | 133 | years) and wattle (4 years), each on shallow (0.6 m), medium (0.9 m) | ||
| 134 | and deep (1.2 m) soils. For each catchment the tables gave area, mean | 134 | and deep (1.2 m) soils. For each catchment the tables gave area, mean | ||
| 135 | annual precipitation, baseline annual total flow and low flow (driest | 135 | annual precipitation, baseline annual total flow and low flow (driest | ||
| 136 | three months), and the reductions in total flow and low flow for each | 136 | three months), and the reductions in total flow and low flow for each | ||
| 137 | genus and soil depth, in mm, as both medians and means. The data were | 137 | genus and soil depth, in mm, as both medians and means. The data were | ||
| 138 | harvested in 2026 from the born-digital report by the Agricultural | 138 | harvested in 2026 from the born-digital report by the Agricultural | ||
| 139 | Research Council for the Water Research Observatory. All 26 columns of | 139 | Research Council for the Water Research Observatory. All 26 columns of | ||
| 140 | the published summary rows of the SFR tables were reproduced exactly, | 140 | the published summary rows of the SFR tables were reproduced exactly, | ||
| 141 | and multi-line research catchment tables were checked cell by cell | 141 | and multi-line research catchment tables were checked cell by cell | ||
| 142 | against page images. Areas were missing in the source for 17 | 142 | against page images. Areas were missing in the source for 17 | ||
| 143 | catchments, a forestry climatic zone field was inferred from the | 143 | catchments, a forestry climatic zone field was inferred from the | ||
| 144 | colour coding of the tables, and conflicting values between tables and | 144 | colour coding of the tables, and conflicting values between tables and | ||
| 145 | text were retained and flagged. The authors recommended the medium | 145 | text were retained and flagged. The authors recommended the medium | ||
| 146 | soil depth values as most representative and noted that low flow | 146 | soil depth values as most representative and noted that low flow | ||
| 147 | estimates carried considerably lower confidence than total flow | 147 | estimates carried considerably lower confidence than total flow | ||
| 148 | estimates. Observed and simulated streamflow time series appeared only | 148 | estimates. Observed and simulated streamflow time series appeared only | ||
| 149 | as figures and were not included. The dataset was provided as a | 149 | as figures and were not included. The dataset was provided as a | ||
| 150 | long-format CSV of the SFR tables and two Excel workbooks with | 150 | long-format CSV of the SFR tables and two Excel workbooks with | ||
| 151 | documentation and verification sheets.", | 151 | documentation and verification sheets.", | ||
| 152 | "num_resources": 3, | 152 | "num_resources": 3, | ||
| 153 | "num_tags": 0, | 153 | "num_tags": 0, | ||
| 154 | "organization": { | 154 | "organization": { | ||
| 155 | "approval_status": "approved", | 155 | "approval_status": "approved", | ||
| 156 | "created": "2026-02-28T12:00:50.344880", | 156 | "created": "2026-02-28T12:00:50.344880", | ||
| 157 | "description": "The objects of the CSIR are, through directed and | 157 | "description": "The objects of the CSIR are, through directed and | ||
| 158 | particularly multidisciplinary research and technological innovation, | 158 | particularly multidisciplinary research and technological innovation, | ||
| 159 | to foster, in the national interest and in fields which in its opinion | 159 | to foster, in the national interest and in fields which in its opinion | ||
| 160 | should receive preference, industrial and scientific development, | 160 | should receive preference, industrial and scientific development, | ||
| 161 | either by itself or in co-operation with principals from the private | 161 | either by itself or in co-operation with principals from the private | ||
| 162 | or public sectors, and thereby to contribute to the improvement of the | 162 | or public sectors, and thereby to contribute to the improvement of the | ||
| 163 | quality of life of the people of the Republic, and to perform any | 163 | quality of life of the people of the Republic, and to perform any | ||
| 164 | other functions that may be assigned to the CSIR by or under this | 164 | other functions that may be assigned to the CSIR by or under this | ||
| 165 | Act.", | 165 | Act.", | ||
| 166 | "id": "275e12e6-083a-4f38-ac6c-27325621dbf5", | 166 | "id": "275e12e6-083a-4f38-ac6c-27325621dbf5", | ||
| 167 | "image_url": "2026-02-28-120050.334520CSIRlogo.jpg", | 167 | "image_url": "2026-02-28-120050.334520CSIRlogo.jpg", | ||
| 168 | "is_organization": true, | 168 | "is_organization": true, | ||
| 169 | "name": "centre-for-scientific-and-industrial-research-csir", | 169 | "name": "centre-for-scientific-and-industrial-research-csir", | ||
| 170 | "state": "active", | 170 | "state": "active", | ||
| 171 | "title": "Centre for Scientific and Industrial Research (CSIR)", | 171 | "title": "Centre for Scientific and Industrial Research (CSIR)", | ||
| 172 | "type": "organization" | 172 | "type": "organization" | ||
| 173 | }, | 173 | }, | ||
| 174 | "owner_org": "275e12e6-083a-4f38-ac6c-27325621dbf5", | 174 | "owner_org": "275e12e6-083a-4f38-ac6c-27325621dbf5", | ||
| 175 | "private": false, | 175 | "private": false, | ||
| 176 | "publication_date": "2002-04-01", | 176 | "publication_date": "2002-04-01", | ||
| 177 | "publisher": "Water Research Commission", | 177 | "publisher": "Water Research Commission", | ||
| 178 | "relationships_as_object": [], | 178 | "relationships_as_object": [], | ||
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| 184 | "created": "2026-10-02T07:26:00.624597", | 184 | "created": "2026-10-02T07:26:00.624597", | ||
| 185 | "dataset_description": "Streamflow reduction tables for 843 | 185 | "dataset_description": "Streamflow reduction tables for 843 | ||
| 186 | quaternary catchments in long format (one row per catchment \u00d7 | 186 | quaternary catchments in long format (one row per catchment \u00d7 | ||
| 187 | statistic \u00d7 land cover \u00d7 soil depth \u00d7 flow type, in | 187 | statistic \u00d7 land cover \u00d7 soil depth \u00d7 flow type, in | ||
| 188 | mm), ready for analysis.", | 188 | mm), ready for analysis.", | ||
| 189 | "description": null, | 189 | "description": null, | ||
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| 191 | "format": "csv", | 191 | "format": "csv", | ||
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| 209 | "url_type": "upload", | 209 | "url_type": "upload", | ||
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| 215 | "created": "2026-10-02T07:27:14.558702", | 215 | "created": "2026-10-02T07:27:14.558702", | ||
| 216 | "dataset_description": "The same SFR tables as published (median | 216 | "dataset_description": "The same SFR tables as published (median | ||
| 217 | and mean sheets, one row per catchment), with a README, a verification | 217 | and mean sheets, one row per catchment), with a README, a verification | ||
| 218 | sheet reproducing the published summary rows, and a list of flagged | 218 | sheet reproducing the published summary rows, and a list of flagged | ||
| 219 | cells.", | 219 | cells.", | ||
| 220 | "description": null, | 220 | "description": null, | ||
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| 226 | "last_modified": "2026-10-02T07:27:14.507711", | 226 | "last_modified": "2026-10-02T07:27:14.507711", | ||
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| 234 | "resource_name": "Streamflow reduction tables \u2013 median and | 234 | "resource_name": "Streamflow reduction tables \u2013 median and | ||
| 235 | mean (Excel)", | 235 | mean (Excel)", | ||
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| 247 | "created": "2026-10-02T07:27:57.076270", | 247 | "created": "2026-10-02T07:27:57.076270", | ||
| 248 | "dataset_description": "Characteristics, land-cover histories, | 248 | "dataset_description": "Characteristics, land-cover histories, | ||
| 249 | monthly climate and ACRU verification statistics for the Cathedral | 249 | monthly climate and ACRU verification statistics for the Cathedral | ||
| 250 | Peak, Westfalia, Jonkershoek, Witklip, Ntabamhlope, Cedara and Seven | 250 | Peak, Westfalia, Jonkershoek, Witklip, Ntabamhlope, Cedara and Seven | ||
| 251 | Oaks research catchments, plus the confidence bands for applying the | 251 | Oaks research catchments, plus the confidence bands for applying the | ||
| 252 | SFR tables.", | 252 | SFR tables.", | ||
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| 266 | "position": 2, | 266 | "position": 2, | ||
| 267 | "resource_name": "Research catchment data and ACRU verification | 267 | "resource_name": "Research catchment data and ACRU verification | ||
| 268 | (Excel)", | 268 | (Excel)", | ||
| 269 | "resource_type": null, | 269 | "resource_type": null, | ||
| 270 | "size": 43096, | 270 | "size": 43096, | ||
| 271 | "state": "active", | 271 | "state": "active", | ||
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| 277 | ], | 277 | ], | ||
| t | t | 278 | "spatial": "{\"type\": \"Polygon\", \"coordinates\": [[[16.4699, | ||
| 279 | -22.1265], [32.8931, -22.1265], [32.8931, -34.8212], [16.4699, | ||||
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| 278 | "state": "active", | 281 | "state": "active", | ||
| 279 | "tags": [], | 282 | "tags": [], | ||
| 280 | "title": "Streamflow reduction tables for commercial afforestation | 283 | "title": "Streamflow reduction tables for commercial afforestation | ||
| 281 | in South Africa, with catchment data", | 284 | in South Africa, with catchment data", | ||
| 282 | "type": "dataset", | 285 | "type": "dataset", | ||
| 283 | "uploader_estimation_of_extent_of_processing": "refined", | 286 | "uploader_estimation_of_extent_of_processing": "refined", | ||
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| 285 | "version": null, | 288 | "version": null, | ||
| 286 | "vertical_extent_datum": "masl", | 289 | "vertical_extent_datum": "masl", | ||
| 287 | "wrc_project_number": "WRC Report K5/1110", | 290 | "wrc_project_number": "WRC Report K5/1110", | ||
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