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      "author_department": "Plant and Soil Sciences",
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      "author_department": "Plant and Soil Sciences",
            
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      "author_email": "vanderlaanm@arc.agric.za",
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      "author_email": "vanderlaanm@arc.agric.za",
            
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      "author_name": "Michael",
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      "author_name": "Michael",
            
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      "author_surname": "van der Laan",
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  "keywords": "maize, Zea mays L., evapotranspiration, SWB, Cropwat, 
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  "keywords": "maize, Zea mays L., evapotranspiration, SWB, Cropwat, 
            
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SAPWAT, SEBAL, Douglas, Northern Cape, soil water balance method",
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SAPWAT, SEBAL, Douglas, Northern Cape, soil water balance method",
            
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  "name": 
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  "name": 
            
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"130-211-222-159-metadata-form-heeet-maize-northern-cape-2012",
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"130-211-222-159-metadata-form-heeet-maize-northern-cape-2012",
            
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  "notes": "This data is linked to a WRC project titled \"Water Use 
67
  "notes": "This data is linked to a WRC project titled \"Water Use 
            
68
Efficiency of Selected Irrigated\r\nCrops Determined with Satellite 
68
Efficiency of Selected Irrigated\r\nCrops Determined with Satellite 
            
69
Imagery\" (WRC Report No. TT 602/14). From selected project data a 
69
Imagery\" (WRC Report No. TT 602/14). From selected project data a 
            
70
publication was produced focusing on different methods to estimate 
70
publication was produced focusing on different methods to estimate 
            
71
irrigated maize evapotranspiration and calculate green and blue water 
71
irrigated maize evapotranspiration and calculate green and blue water 
            
72
footprints (Van der Laan, M., Jarmain, C., Bastidas-Obando, E., 
72
footprints (Van der Laan, M., Jarmain, C., Bastidas-Obando, E., 
            
73
Annandale, J. G., Fessehazion, M., & Haarhoff, D. (2019). Are water 
73
Annandale, J. G., Fessehazion, M., & Haarhoff, D. (2019). Are water 
            
74
footprints accurate enough to be useful? A case study for maize (Zea 
74
footprints accurate enough to be useful? A case study for maize (Zea 
            
75
mays L.). Agricultural water management, 213, 
75
mays L.). Agricultural water management, 213, 
            
76
512-520).\r\nAbstract\r\nThe application of water footprint accounting 
76
512-520).\r\nAbstract\r\nThe application of water footprint accounting 
            
77
is mostly done at large scales, but the estimation of crop- 
77
is mostly done at large scales, but the estimation of crop- 
            
78
and\r\nregion-specific water footprints for up-scaling is dependent on 
78
and\r\nregion-specific water footprints for up-scaling is dependent on 
            
79
accurate and representative in-field measurements\r\nof 
79
accurate and representative in-field measurements\r\nof 
            
80
evapotranspiration (ET), yield and irrigation. In a field trial we 
80
evapotranspiration (ET), yield and irrigation. In a field trial we 
            
81
assessed the influence of maize (Zea\r\nmays L.) ET estimates using 
81
assessed the influence of maize (Zea\r\nmays L.) ET estimates using 
            
82
soil water balance accounting, remote sensing with satellite imagery 
82
soil water balance accounting, remote sensing with satellite imagery 
            
83
(SEBAL model),\r\neddy covariance measurements and three crop models 
83
(SEBAL model),\r\neddy covariance measurements and three crop models 
            
84
(SWB, CROPWAT, SAPWAT) on water footprint estimates.\r\nWe 
84
(SWB, CROPWAT, SAPWAT) on water footprint estimates.\r\nWe 
            
85
simultaneously assessed the influence of yield spatial variability as 
85
simultaneously assessed the influence of yield spatial variability as 
            
86
measured by a precision harvester.\r\nSeasonal ET estimations differed 
86
measured by a precision harvester.\r\nSeasonal ET estimations differed 
            
87
by as much as 15% for the different methods, and yield differed by as 
87
by as much as 15% for the different methods, and yield differed by as 
            
88
much as\r\n42%, representing the error which can be introduced as a 
88
much as\r\n42%, representing the error which can be introduced as a 
            
89
result of point measurements. Using a combination of\r\nthe 
89
result of point measurements. Using a combination of\r\nthe 
            
90
highest/lowest ET estimates and the 5th/95th percentile yield, water 
90
highest/lowest ET estimates and the 5th/95th percentile yield, water 
            
91
footprint values differed by as much as\r\n100%, ranging from 
91
footprint values differed by as much as\r\n100%, ranging from 
            
92
338-680m3 t\u22121. Applying spatially-linked SEBAL ET estimates and 
92
338-680m3 t\u22121. Applying spatially-linked SEBAL ET estimates and 
            
93
precision harvester yield\r\nat the 30\u00d730m scale reduced the 
93
precision harvester yield\r\nat the 30\u00d730m scale reduced the 
            
94
range of estimated water footprints to 493-663 m3 t -1, with an 
94
range of estimated water footprints to 493-663 m3 t -1, with an 
            
95
average of\r\n547m3 t-1. This was 15% higher than the water footprint 
95
average of\r\n547m3 t-1. This was 15% higher than the water footprint 
            
96
estimated using average SEBAL ET and average yield\r\nfor the whole 
96
estimated using average SEBAL ET and average yield\r\nfor the whole 
            
97
pivot (467m3 t -1). Any error introduced at this stage of water 
97
pivot (467m3 t -1). Any error introduced at this stage of water 
            
98
footprint accounting can be\r\ntransferred during up-scaling of the 
98
footprint accounting can be\r\ntransferred during up-scaling of the 
            
99
results. For example, based on the minimum and maximum estimated 
99
results. For example, based on the minimum and maximum estimated 
            
100
water\r\nfootprints, maize production was expected to consume between 
100
water\r\nfootprints, maize production was expected to consume between 
            
101
4.4 and 8.3%, respectively, of the Orange River\r\n(South 
101
4.4 and 8.3%, respectively, of the Orange River\r\n(South 
            
102
Africa\u2019s largest river) flow during the season in that region. 
102
Africa\u2019s largest river) flow during the season in that region. 
            
103
Biophysical scientists have the role of providing\r\nhigh quality data 
103
Biophysical scientists have the role of providing\r\nhigh quality data 
            
104
for accurate water consumption estimates. Thereafter, their 
104
for accurate water consumption estimates. Thereafter, their 
            
105
application by various\r\nstakeholders should be done with caution.",
105
application by various\r\nstakeholders should be done with caution.",
            
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.cloud.google.com/wrc_wro_datasets/agriculture/structured/refined/time 
            
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ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
            
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.cloud.google.com/wrc_wro_datasets/agriculture/structured/refined/time 
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.cloud.google.com/wrc_wro_datasets/agriculture/structured/refined/time 
            
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ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
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ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
            
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for manuscript/gis 
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for manuscript/gis 
            
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lue_and_green_processed_id_29224d29-23ef-4a13-b674-c07fee6a5179.xlsx",
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      "gcs_full_name": "agriculture/structured/refined/time 
            
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263
ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
            
264
for manuscript/gis wfs/wfblue and green processed_et and yield 
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for manuscript/gis wfs/wfblue and green processed_et and yield 
            
265
correlation.xlsx",
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.cloud.google.com/wrc_wro_datasets/agriculture/structured/refined/time 
282
.cloud.google.com/wrc_wro_datasets/agriculture/structured/refined/time 
            
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ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
283
ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
            
284
for manuscript/gis 
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for manuscript/gis 
            
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t_and_yield_correlation_id_194d09d4-5668-4483-ad08-2e5c5908801c.xlsx",
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t_and_yield_correlation_id_194d09d4-5668-4483-ad08-2e5c5908801c.xlsx",
            
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ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
            
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.cloud.google.com/wrc_wro_datasets/agriculture/structured/refined/time 
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.cloud.google.com/wrc_wro_datasets/agriculture/structured/refined/time 
            
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ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
317
ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
            
318
for manuscript/gis 
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for manuscript/gis 
            
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wfs/wfblue_id_03e6ba1d-4898-4d78-b9d9-1f43d2ae5df9.mwleg",
319
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ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
            
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.cloud.google.com/wrc_wro_datasets/agriculture/structured/refined/time 
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.cloud.google.com/wrc_wro_datasets/agriculture/structured/refined/time 
            
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ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
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ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
            
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for manuscript/gis 
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for manuscript/gis 
            
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353
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ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
            
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.cloud.google.com/wrc_wro_datasets/agriculture/structured/refined/time 
            
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ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
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ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
            
386
for manuscript/gis 
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for manuscript/gis 
            
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wfs/wfblue_id_44cd8326-1a36-45b1-bcac-edf7b2be2939.tif",
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wfs/wfblue_id_44cd8326-1a36-45b1-bcac-edf7b2be2939.tif",
            
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      "gcs_full_name": "agriculture/structured/refined/time 
            
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ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
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ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
            
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for manuscript/gis wfs/wfblue.tif.wf blue.mwsymb",
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for manuscript/gis wfs/wfblue.tif.wf blue.mwsymb",
            
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417
      "url": 
            
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.cloud.google.com/wrc_wro_datasets/agriculture/structured/refined/time 
418
.cloud.google.com/wrc_wro_datasets/agriculture/structured/refined/time 
            
419
ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
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ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
            
420
for manuscript/gis 
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for manuscript/gis 
            
421
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ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
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ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
            
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for manuscript/gis wfs/wfblue.xyz",
            
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.cloud.google.com/wrc_wro_datasets/agriculture/structured/refined/time 
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.cloud.google.com/wrc_wro_datasets/agriculture/structured/refined/time 
            
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ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
453
ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
            
454
for manuscript/gis 
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for manuscript/gis 
            
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wfs/wfblue_id_10ac422b-3835-4ac3-9fe7-2c2b34db7a6f.xyz",
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wfs/wfblue_id_10ac422b-3835-4ac3-9fe7-2c2b34db7a6f.xyz",
            
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      "gcs_full_name": "agriculture/structured/refined/time 
            
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ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
            
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for manuscript/gis wfs/wfgreen.mwleg",
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for manuscript/gis wfs/wfgreen.mwleg",
            
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      "url": 
            
486
.cloud.google.com/wrc_wro_datasets/agriculture/structured/refined/time 
486
.cloud.google.com/wrc_wro_datasets/agriculture/structured/refined/time 
            
487
ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
487
ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
            
488
for manuscript/gis 
488
for manuscript/gis 
            
489
wfs/wfgreen_id_7c675fd8-3745-449f-809b-a87da27de311.mwleg",
489
wfs/wfgreen_id_7c675fd8-3745-449f-809b-a87da27de311.mwleg",
            
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502
ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
            
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for manuscript/gis wfs/wfgreen.tif",
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ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
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ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
            
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for manuscript/gis 
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for manuscript/gis 
            
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      "gcs_full_name": "agriculture/structured/refined/time 
            
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536
ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
            
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for manuscript/gis wfs/wfgreen.xyz",
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.cloud.google.com/wrc_wro_datasets/agriculture/structured/refined/time 
554
.cloud.google.com/wrc_wro_datasets/agriculture/structured/refined/time 
            
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ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
555
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ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
            
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for manuscript/taaibosch4_combine 
            
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ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
            
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ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
            
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for manuscript/taaibosch4_combine 
            
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for manuscript/taaibosch4_combine gis/taaibosch4/wfgreen.xyz",
2845
for manuscript/taaibosch4_combine gis/taaibosch4/wfgreen.xyz",
            
2846
      "hash": "",
2846
      "hash": "",
            
2847
      "id": "24ffade9-832a-46e1-acb8-f6089f10a822",
2847
      "id": "24ffade9-832a-46e1-acb8-f6089f10a822",
            
2848
      "is_bigquery_table": false,
2848
      "is_bigquery_table": false,
            
2849
      "is_data_supplementary": false,
2849
      "is_data_supplementary": false,
            
2850
      "is_link": false,
2850
      "is_link": false,
            
2851
      "last_modified": null,
2851
      "last_modified": null,
            
2852
      "metadata_modified": "2022-10-07T11:28:09.386185",
2852
      "metadata_modified": "2022-10-07T11:28:09.386185",
            
2853
      "mimetype": null,
2853
      "mimetype": null,
            
2854
      "mimetype_inner": null,
2854
      "mimetype_inner": null,
            
2855
      "name": "wfgreen",
2855
      "name": "wfgreen",
            
2856
      "package_id": "1d42a6d0-fc78-4d04-84a2-6d9c168d94be",
2856
      "package_id": "1d42a6d0-fc78-4d04-84a2-6d9c168d94be",
            
2857
      "position": 80,
2857
      "position": 80,
            
2858
      "resource_type": null,
2858
      "resource_type": null,
            
2859
      "size": null,
2859
      "size": null,
            
2860
      "state": "active",
2860
      "state": "active",
            
2861
      "url": 
2861
      "url": 
            
2862
.cloud.google.com/wrc_wro_datasets/agriculture/structured/refined/time 
2862
.cloud.google.com/wrc_wro_datasets/agriculture/structured/refined/time 
            
2863
ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
2863
ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
            
2864
for manuscript/taaibosch4_combine 
2864
for manuscript/taaibosch4_combine 
            
2865
gis/taaibosch4/wfgreen_id_24ffade9-832a-46e1-acb8-f6089f10a822.xyz",
2865
gis/taaibosch4/wfgreen_id_24ffade9-832a-46e1-acb8-f6089f10a822.xyz",
            
2866
      "url_type": "link"
2866
      "url_type": "link"
            
2867
    },
2867
    },
            
2868
    {
2868
    {
            
2869
      "cache_last_updated": null,
2869
      "cache_last_updated": null,
            
2870
      "cache_url": null,
2870
      "cache_url": null,
            
2871
      "created": "2022-10-07T11:28:16.534816",
2871
      "created": "2022-10-07T11:28:16.534816",
            
2872
      "created_in_gcs": "true",
2872
      "created_in_gcs": "true",
            
2873
      "datastore_active": false,
2873
      "datastore_active": false,
            
2874
      "description": null,
2874
      "description": null,
            
2875
      "file_to_bigquery_table": false,
2875
      "file_to_bigquery_table": false,
            
2876
      "format": "",
2876
      "format": "",
            
2877
      "gcs_full_name": "agriculture/structured/refined/time 
2877
      "gcs_full_name": "agriculture/structured/refined/time 
            
2878
ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
2878
ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
            
2879
for manuscript/taaibosch4_csvs from ernesto_feb2016/",
2879
for manuscript/taaibosch4_csvs from ernesto_feb2016/",
            
2880
      "hash": "",
2880
      "hash": "",
            
2881
      "id": "6901915e-3417-4064-899a-2ed5df761a32",
2881
      "id": "6901915e-3417-4064-899a-2ed5df761a32",
            
2882
      "is_bigquery_table": false,
2882
      "is_bigquery_table": false,
            
2883
      "is_data_supplementary": false,
2883
      "is_data_supplementary": false,
            
2884
      "is_link": false,
2884
      "is_link": false,
            
2885
      "last_modified": null,
2885
      "last_modified": null,
            
2886
      "metadata_modified": "2022-10-07T11:28:18.655078",
2886
      "metadata_modified": "2022-10-07T11:28:18.655078",
            
2887
      "mimetype": null,
2887
      "mimetype": null,
            
2888
      "mimetype_inner": null,
2888
      "mimetype_inner": null,
            
2889
      "name": "",
2889
      "name": "",
            
2890
      "package_id": "1d42a6d0-fc78-4d04-84a2-6d9c168d94be",
2890
      "package_id": "1d42a6d0-fc78-4d04-84a2-6d9c168d94be",
            
2891
      "position": 81,
2891
      "position": 81,
            
2892
      "resource_type": null,
2892
      "resource_type": null,
            
2893
      "size": null,
2893
      "size": null,
            
2894
      "state": "active",
2894
      "state": "active",
            
2895
      "url": "",
2895
      "url": "",
            
2896
      "url_type": null
2896
      "url_type": null
            
2897
    },
2897
    },
            
2898
    {
2898
    {
            
2899
      "cache_last_updated": null,
2899
      "cache_last_updated": null,
            
2900
      "cache_url": null,
2900
      "cache_url": null,
            
2901
      "created": "2022-10-07T11:28:18.701531",
2901
      "created": "2022-10-07T11:28:18.701531",
            
2902
      "created_in_gcs": "true",
2902
      "created_in_gcs": "true",
            
2903
      "datastore_active": false,
2903
      "datastore_active": false,
            
2904
      "description": null,
2904
      "description": null,
            
2905
      "file_to_bigquery_table": false,
2905
      "file_to_bigquery_table": false,
            
2906
      "format": "CSV",
2906
      "format": "CSV",
            
2907
      "gcs_full_name": "agriculture/structured/refined/time 
2907
      "gcs_full_name": "agriculture/structured/refined/time 
            
2908
ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
2908
ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
            
2909
for manuscript/taaibosch4_csvs from 
2909
for manuscript/taaibosch4_csvs from 
            
2910
ernesto_feb2016/taai4dy1utm30m.csv",
2910
ernesto_feb2016/taai4dy1utm30m.csv",
            
2911
      "hash": "",
2911
      "hash": "",
            
2912
      "id": "9959a80b-e1b4-4735-9ff5-ae44f58023d7",
2912
      "id": "9959a80b-e1b4-4735-9ff5-ae44f58023d7",
            
2913
      "is_bigquery_table": false,
2913
      "is_bigquery_table": false,
            
2914
      "is_data_supplementary": false,
2914
      "is_data_supplementary": false,
            
2915
      "is_link": false,
2915
      "is_link": false,
            
2916
      "last_modified": null,
2916
      "last_modified": null,
            
2917
      "metadata_modified": "2022-10-07T11:28:19.360969",
2917
      "metadata_modified": "2022-10-07T11:28:19.360969",
            
2918
      "mimetype": null,
2918
      "mimetype": null,
            
2919
      "mimetype_inner": null,
2919
      "mimetype_inner": null,
            
2920
      "name": "taai4dy1utm30m",
2920
      "name": "taai4dy1utm30m",
            
2921
      "package_id": "1d42a6d0-fc78-4d04-84a2-6d9c168d94be",
2921
      "package_id": "1d42a6d0-fc78-4d04-84a2-6d9c168d94be",
            
2922
      "position": 82,
2922
      "position": 82,
            
2923
      "resource_type": null,
2923
      "resource_type": null,
            
2924
      "size": null,
2924
      "size": null,
            
2925
      "state": "active",
2925
      "state": "active",
            
2926
      "url": 
2926
      "url": 
            
2927
.cloud.google.com/wrc_wro_datasets/agriculture/structured/refined/time 
2927
.cloud.google.com/wrc_wro_datasets/agriculture/structured/refined/time 
            
2928
ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
2928
ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
            
2929
for manuscript/taaibosch4_csvs from 
2929
for manuscript/taaibosch4_csvs from 
            
2930
o_feb2016/taai4dy1utm30m_id_9959a80b-e1b4-4735-9ff5-ae44f58023d7.csv",
2930
o_feb2016/taai4dy1utm30m_id_9959a80b-e1b4-4735-9ff5-ae44f58023d7.csv",
            
2931
      "url_type": "link"
2931
      "url_type": "link"
            
2932
    },
2932
    },
            
2933
    {
2933
    {
            
2934
      "cache_last_updated": null,
2934
      "cache_last_updated": null,
            
2935
      "cache_url": null,
2935
      "cache_url": null,
            
2936
      "created": "2022-10-07T11:28:25.372788",
2936
      "created": "2022-10-07T11:28:25.372788",
            
2937
      "created_in_gcs": "true",
2937
      "created_in_gcs": "true",
            
2938
      "datastore_active": false,
2938
      "datastore_active": false,
            
2939
      "description": null,
2939
      "description": null,
            
2940
      "file_to_bigquery_table": false,
2940
      "file_to_bigquery_table": false,
            
2941
      "format": "CSV",
2941
      "format": "CSV",
            
2942
      "gcs_full_name": "agriculture/structured/refined/time 
2942
      "gcs_full_name": "agriculture/structured/refined/time 
            
2943
ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
2943
ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
            
2944
for manuscript/taaibosch4_csvs from ernesto_feb2016/taai4dy30m.csv",
2944
for manuscript/taaibosch4_csvs from ernesto_feb2016/taai4dy30m.csv",
            
2945
      "hash": "",
2945
      "hash": "",
            
2946
      "id": "3a9f51dd-aea7-4c86-8313-736cb9a80d5f",
2946
      "id": "3a9f51dd-aea7-4c86-8313-736cb9a80d5f",
            
2947
      "is_bigquery_table": false,
2947
      "is_bigquery_table": false,
            
2948
      "is_data_supplementary": false,
2948
      "is_data_supplementary": false,
            
2949
      "is_link": false,
2949
      "is_link": false,
            
2950
      "last_modified": null,
2950
      "last_modified": null,
            
2951
      "metadata_modified": "2022-10-07T11:28:26.034213",
2951
      "metadata_modified": "2022-10-07T11:28:26.034213",
            
2952
      "mimetype": null,
2952
      "mimetype": null,
            
2953
      "mimetype_inner": null,
2953
      "mimetype_inner": null,
            
2954
      "name": "taai4dy30m",
2954
      "name": "taai4dy30m",
            
2955
      "package_id": "1d42a6d0-fc78-4d04-84a2-6d9c168d94be",
2955
      "package_id": "1d42a6d0-fc78-4d04-84a2-6d9c168d94be",
            
2956
      "position": 83,
2956
      "position": 83,
            
2957
      "resource_type": null,
2957
      "resource_type": null,
            
2958
      "size": null,
2958
      "size": null,
            
2959
      "state": "active",
2959
      "state": "active",
            
2960
      "url": 
2960
      "url": 
            
2961
.cloud.google.com/wrc_wro_datasets/agriculture/structured/refined/time 
2961
.cloud.google.com/wrc_wro_datasets/agriculture/structured/refined/time 
            
2962
ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
2962
ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
            
2963
for manuscript/taaibosch4_csvs from 
2963
for manuscript/taaibosch4_csvs from 
            
2964
nesto_feb2016/taai4dy30m_id_3a9f51dd-aea7-4c86-8313-736cb9a80d5f.csv",
2964
nesto_feb2016/taai4dy30m_id_3a9f51dd-aea7-4c86-8313-736cb9a80d5f.csv",
            
2965
      "url_type": "link"
2965
      "url_type": "link"
            
2966
    },
2966
    },
            
2967
    {
2967
    {
            
2968
      "cache_last_updated": null,
2968
      "cache_last_updated": null,
            
2969
      "cache_url": null,
2969
      "cache_url": null,
            
2970
      "created": "2022-10-07T11:28:31.892131",
2970
      "created": "2022-10-07T11:28:31.892131",
            
2971
      "created_in_gcs": "true",
2971
      "created_in_gcs": "true",
            
2972
      "datastore_active": false,
2972
      "datastore_active": false,
            
2973
      "description": null,
2973
      "description": null,
            
2974
      "file_to_bigquery_table": false,
2974
      "file_to_bigquery_table": false,
            
2975
      "format": "CSV",
2975
      "format": "CSV",
            
2976
      "gcs_full_name": "agriculture/structured/refined/time 
2976
      "gcs_full_name": "agriculture/structured/refined/time 
            
2977
ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
2977
ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
            
2978
for manuscript/taaibosch4_csvs from ernesto_feb2016/taai4wy1.csv",
2978
for manuscript/taaibosch4_csvs from ernesto_feb2016/taai4wy1.csv",
            
2979
      "hash": "",
2979
      "hash": "",
            
2980
      "id": "96d6804d-31ed-4ccc-8339-4deec9240da5",
2980
      "id": "96d6804d-31ed-4ccc-8339-4deec9240da5",
            
2981
      "is_bigquery_table": false,
2981
      "is_bigquery_table": false,
            
2982
      "is_data_supplementary": false,
2982
      "is_data_supplementary": false,
            
2983
      "is_link": false,
2983
      "is_link": false,
            
2984
      "last_modified": null,
2984
      "last_modified": null,
            
2985
      "metadata_modified": "2022-10-07T11:28:32.672469",
2985
      "metadata_modified": "2022-10-07T11:28:32.672469",
            
2986
      "mimetype": null,
2986
      "mimetype": null,
            
2987
      "mimetype_inner": null,
2987
      "mimetype_inner": null,
            
2988
      "name": "taai4wy1",
2988
      "name": "taai4wy1",
            
2989
      "package_id": "1d42a6d0-fc78-4d04-84a2-6d9c168d94be",
2989
      "package_id": "1d42a6d0-fc78-4d04-84a2-6d9c168d94be",
            
2990
      "position": 84,
2990
      "position": 84,
            
2991
      "resource_type": null,
2991
      "resource_type": null,
            
2992
      "size": null,
2992
      "size": null,
            
2993
      "state": "active",
2993
      "state": "active",
            
2994
      "url": 
2994
      "url": 
            
2995
.cloud.google.com/wrc_wro_datasets/agriculture/structured/refined/time 
2995
.cloud.google.com/wrc_wro_datasets/agriculture/structured/refined/time 
            
2996
ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
2996
ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
            
2997
for manuscript/taaibosch4_csvs from 
2997
for manuscript/taaibosch4_csvs from 
            
2998
ernesto_feb2016/taai4wy1_id_96d6804d-31ed-4ccc-8339-4deec9240da5.csv",
2998
ernesto_feb2016/taai4wy1_id_96d6804d-31ed-4ccc-8339-4deec9240da5.csv",
            
2999
      "url_type": "link"
2999
      "url_type": "link"
            
3000
    },
3000
    },
            
3001
    {
3001
    {
            
3002
      "cache_last_updated": null,
3002
      "cache_last_updated": null,
            
3003
      "cache_url": null,
3003
      "cache_url": null,
            
3004
      "created": "2022-10-07T11:28:38.654923",
3004
      "created": "2022-10-07T11:28:38.654923",
            
3005
      "created_in_gcs": "true",
3005
      "created_in_gcs": "true",
            
3006
      "datastore_active": false,
3006
      "datastore_active": false,
            
3007
      "description": null,
3007
      "description": null,
            
3008
      "file_to_bigquery_table": false,
3008
      "file_to_bigquery_table": false,
            
3009
      "format": "CSV",
3009
      "format": "CSV",
            
3010
      "gcs_full_name": "agriculture/structured/refined/time 
3010
      "gcs_full_name": "agriculture/structured/refined/time 
            
3011
ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
3011
ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
            
3012
for manuscript/taaibosch4_csvs from ernesto_feb2016/taai4wy1utm.csv",
3012
for manuscript/taaibosch4_csvs from ernesto_feb2016/taai4wy1utm.csv",
            
3013
      "hash": "",
3013
      "hash": "",
            
3014
      "id": "2ecb6d71-f595-42cb-92a4-52e5af82011e",
3014
      "id": "2ecb6d71-f595-42cb-92a4-52e5af82011e",
            
3015
      "is_bigquery_table": false,
3015
      "is_bigquery_table": false,
            
3016
      "is_data_supplementary": false,
3016
      "is_data_supplementary": false,
            
3017
      "is_link": false,
3017
      "is_link": false,
            
3018
      "last_modified": null,
3018
      "last_modified": null,
            
3019
      "metadata_modified": "2022-10-07T11:28:39.308425",
3019
      "metadata_modified": "2022-10-07T11:28:39.308425",
            
3020
      "mimetype": null,
3020
      "mimetype": null,
            
3021
      "mimetype_inner": null,
3021
      "mimetype_inner": null,
            
3022
      "name": "taai4wy1utm",
3022
      "name": "taai4wy1utm",
            
3023
      "package_id": "1d42a6d0-fc78-4d04-84a2-6d9c168d94be",
3023
      "package_id": "1d42a6d0-fc78-4d04-84a2-6d9c168d94be",
            
3024
      "position": 85,
3024
      "position": 85,
            
3025
      "resource_type": null,
3025
      "resource_type": null,
            
3026
      "size": null,
3026
      "size": null,
            
3027
      "state": "active",
3027
      "state": "active",
            
3028
      "url": 
3028
      "url": 
            
3029
.cloud.google.com/wrc_wro_datasets/agriculture/structured/refined/time 
3029
.cloud.google.com/wrc_wro_datasets/agriculture/structured/refined/time 
            
3030
ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
3030
ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
            
3031
for manuscript/taaibosch4_csvs from 
3031
for manuscript/taaibosch4_csvs from 
            
3032
esto_feb2016/taai4wy1utm_id_2ecb6d71-f595-42cb-92a4-52e5af82011e.csv",
3032
esto_feb2016/taai4wy1utm_id_2ecb6d71-f595-42cb-92a4-52e5af82011e.csv",
            
3033
      "url_type": "link"
3033
      "url_type": "link"
            
3034
    },
3034
    },
            
3035
    {
3035
    {
            
3036
      "cache_last_updated": null,
3036
      "cache_last_updated": null,
            
3037
      "cache_url": null,
3037
      "cache_url": null,
            
3038
      "created": "2022-10-07T11:28:47.491104",
3038
      "created": "2022-10-07T11:28:47.491104",
            
3039
      "created_in_gcs": "true",
3039
      "created_in_gcs": "true",
            
3040
      "datastore_active": false,
3040
      "datastore_active": false,
            
3041
      "description": null,
3041
      "description": null,
            
3042
      "file_to_bigquery_table": false,
3042
      "file_to_bigquery_table": false,
            
3043
      "format": "CSV",
3043
      "format": "CSV",
            
3044
      "gcs_full_name": "agriculture/structured/refined/time 
3044
      "gcs_full_name": "agriculture/structured/refined/time 
            
3045
ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
3045
ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
            
3046
for manuscript/taaibosch4_csvs from ernesto_feb2016/taai4wy2.csv",
3046
for manuscript/taaibosch4_csvs from ernesto_feb2016/taai4wy2.csv",
            
3047
      "hash": "",
3047
      "hash": "",
            
3048
      "id": "7a141651-27a0-4ce4-8349-3dc9b7f30976",
3048
      "id": "7a141651-27a0-4ce4-8349-3dc9b7f30976",
            
3049
      "is_bigquery_table": false,
3049
      "is_bigquery_table": false,
            
3050
      "is_data_supplementary": false,
3050
      "is_data_supplementary": false,
            
3051
      "is_link": false,
3051
      "is_link": false,
            
3052
      "last_modified": null,
3052
      "last_modified": null,
            
3053
      "metadata_modified": "2022-10-07T11:28:48.177486",
3053
      "metadata_modified": "2022-10-07T11:28:48.177486",
            
3054
      "mimetype": null,
3054
      "mimetype": null,
            
3055
      "mimetype_inner": null,
3055
      "mimetype_inner": null,
            
3056
      "name": "taai4wy2",
3056
      "name": "taai4wy2",
            
3057
      "package_id": "1d42a6d0-fc78-4d04-84a2-6d9c168d94be",
3057
      "package_id": "1d42a6d0-fc78-4d04-84a2-6d9c168d94be",
            
3058
      "position": 86,
3058
      "position": 86,
            
3059
      "resource_type": null,
3059
      "resource_type": null,
            
3060
      "size": null,
3060
      "size": null,
            
3061
      "state": "active",
3061
      "state": "active",
            
3062
      "url": 
3062
      "url": 
            
3063
.cloud.google.com/wrc_wro_datasets/agriculture/structured/refined/time 
3063
.cloud.google.com/wrc_wro_datasets/agriculture/structured/refined/time 
            
3064
ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
3064
ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
            
3065
for manuscript/taaibosch4_csvs from 
3065
for manuscript/taaibosch4_csvs from 
            
3066
ernesto_feb2016/taai4wy2_id_7a141651-27a0-4ce4-8349-3dc9b7f30976.csv",
3066
ernesto_feb2016/taai4wy2_id_7a141651-27a0-4ce4-8349-3dc9b7f30976.csv",
            
3067
      "url_type": "link"
3067
      "url_type": "link"
            
3068
    },
3068
    },
            
3069
    {
3069
    {
            
3070
      "cache_last_updated": null,
3070
      "cache_last_updated": null,
            
3071
      "cache_url": null,
3071
      "cache_url": null,
            
3072
      "created": "2022-10-07T11:28:53.899168",
3072
      "created": "2022-10-07T11:28:53.899168",
            
3073
      "created_in_gcs": "true",
3073
      "created_in_gcs": "true",
            
3074
      "datastore_active": false,
3074
      "datastore_active": false,
            
3075
      "description": null,
3075
      "description": null,
            
3076
      "file_to_bigquery_table": false,
3076
      "file_to_bigquery_table": false,
            
3077
      "format": "7z",
3077
      "format": "7z",
            
3078
      "gcs_full_name": "agriculture/structured/refined/time 
3078
      "gcs_full_name": "agriculture/structured/refined/time 
            
3079
ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
3079
ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
            
3080
for manuscript/taaibosch4_csvs from ernesto_feb2016/taaibosch4.7z",
3080
for manuscript/taaibosch4_csvs from ernesto_feb2016/taaibosch4.7z",
            
3081
      "hash": "",
3081
      "hash": "",
            
3082
      "id": "a976720f-12de-4c8c-9f4e-eba020c4d3d9",
3082
      "id": "a976720f-12de-4c8c-9f4e-eba020c4d3d9",
            
3083
      "is_bigquery_table": false,
3083
      "is_bigquery_table": false,
            
3084
      "is_data_supplementary": false,
3084
      "is_data_supplementary": false,
            
3085
      "is_link": false,
3085
      "is_link": false,
            
3086
      "last_modified": null,
3086
      "last_modified": null,
            
3087
      "metadata_modified": "2022-10-07T11:28:54.564546",
3087
      "metadata_modified": "2022-10-07T11:28:54.564546",
            
3088
      "mimetype": null,
3088
      "mimetype": null,
            
3089
      "mimetype_inner": null,
3089
      "mimetype_inner": null,
            
3090
      "name": "taaibosch4",
3090
      "name": "taaibosch4",
            
3091
      "package_id": "1d42a6d0-fc78-4d04-84a2-6d9c168d94be",
3091
      "package_id": "1d42a6d0-fc78-4d04-84a2-6d9c168d94be",
            
3092
      "position": 87,
3092
      "position": 87,
            
3093
      "resource_type": null,
3093
      "resource_type": null,
            
3094
      "size": null,
3094
      "size": null,
            
3095
      "state": "active",
3095
      "state": "active",
            
3096
      "url": 
3096
      "url": 
            
3097
.cloud.google.com/wrc_wro_datasets/agriculture/structured/refined/time 
3097
.cloud.google.com/wrc_wro_datasets/agriculture/structured/refined/time 
            
3098
ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
3098
ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
            
3099
for manuscript/taaibosch4_csvs from 
3099
for manuscript/taaibosch4_csvs from 
            
3100
rnesto_feb2016/taaibosch4_id_a976720f-12de-4c8c-9f4e-eba020c4d3d9.7z",
3100
rnesto_feb2016/taaibosch4_id_a976720f-12de-4c8c-9f4e-eba020c4d3d9.7z",
            
3101
      "url_type": "link"
3101
      "url_type": "link"
            
3102
    },
3102
    },
            
3103
    {
3103
    {
            
3104
      "cache_last_updated": null,
3104
      "cache_last_updated": null,
            
3105
      "cache_url": null,
3105
      "cache_url": null,
            
3106
      "created": "2022-10-07T11:29:01.836953",
3106
      "created": "2022-10-07T11:29:01.836953",
            
3107
      "created_in_gcs": "true",
3107
      "created_in_gcs": "true",
            
3108
      "datastore_active": false,
3108
      "datastore_active": false,
            
3109
      "description": null,
3109
      "description": null,
            
3110
      "file_to_bigquery_table": false,
3110
      "file_to_bigquery_table": false,
            
3111
      "format": "7z",
3111
      "format": "7z",
            
3112
      "gcs_full_name": "agriculture/structured/refined/time 
3112
      "gcs_full_name": "agriculture/structured/refined/time 
            
3113
ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
3113
ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
            
3114
for manuscript/taaibosch4_csvs from ernesto_feb2016/taaibosch4_csvs 
3114
for manuscript/taaibosch4_csvs from ernesto_feb2016/taaibosch4_csvs 
            
3115
from ernesto_feb2016.7z",
3115
from ernesto_feb2016.7z",
            
3116
      "hash": "",
3116
      "hash": "",
            
3117
      "id": "9b384c7d-ce11-4e2f-b9f8-7338972688ae",
3117
      "id": "9b384c7d-ce11-4e2f-b9f8-7338972688ae",
            
3118
      "is_bigquery_table": false,
3118
      "is_bigquery_table": false,
            
3119
      "is_data_supplementary": false,
3119
      "is_data_supplementary": false,
            
3120
      "is_link": false,
3120
      "is_link": false,
            
3121
      "last_modified": null,
3121
      "last_modified": null,
            
3122
      "metadata_modified": "2022-10-07T11:29:05.142295",
3122
      "metadata_modified": "2022-10-07T11:29:05.142295",
            
3123
      "mimetype": null,
3123
      "mimetype": null,
            
3124
      "mimetype_inner": null,
3124
      "mimetype_inner": null,
            
3125
      "name": "taaibosch4_csvs from ernesto_feb2016",
3125
      "name": "taaibosch4_csvs from ernesto_feb2016",
            
3126
      "package_id": "1d42a6d0-fc78-4d04-84a2-6d9c168d94be",
3126
      "package_id": "1d42a6d0-fc78-4d04-84a2-6d9c168d94be",
            
3127
      "position": 88,
3127
      "position": 88,
            
3128
      "resource_type": null,
3128
      "resource_type": null,
            
3129
      "size": null,
3129
      "size": null,
            
3130
      "state": "active",
3130
      "state": "active",
            
3131
      "url": 
3131
      "url": 
            
3132
.cloud.google.com/wrc_wro_datasets/agriculture/structured/refined/time 
3132
.cloud.google.com/wrc_wro_datasets/agriculture/structured/refined/time 
            
3133
ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
3133
ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
            
3134
for manuscript/taaibosch4_csvs from 
3134
for manuscript/taaibosch4_csvs from 
            
3135
csvs_from_ernesto_feb2016_id_9b384c7d-ce11-4e2f-b9f8-7338972688ae.7z",
3135
csvs_from_ernesto_feb2016_id_9b384c7d-ce11-4e2f-b9f8-7338972688ae.7z",
            
3136
      "url_type": "link"
3136
      "url_type": "link"
            
3137
    },
3137
    },
            
3138
    {
3138
    {
            
3139
      "cache_last_updated": null,
3139
      "cache_last_updated": null,
            
3140
      "cache_url": null,
3140
      "cache_url": null,
            
3141
      "created": "2022-10-07T11:29:08.771376",
3141
      "created": "2022-10-07T11:29:08.771376",
            
3142
      "created_in_gcs": "true",
3142
      "created_in_gcs": "true",
            
3143
      "datastore_active": false,
3143
      "datastore_active": false,
            
3144
      "description": null,
3144
      "description": null,
            
3145
      "file_to_bigquery_table": false,
3145
      "file_to_bigquery_table": false,
            
3146
      "format": "CSV",
3146
      "format": "CSV",
            
3147
      "gcs_full_name": "agriculture/structured/refined/time 
3147
      "gcs_full_name": "agriculture/structured/refined/time 
            
3148
ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
3148
ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
            
3149
for manuscript/taaibosch4_csvs from ernesto_feb2016/taaidy1.csv",
3149
for manuscript/taaibosch4_csvs from ernesto_feb2016/taaidy1.csv",
            
3150
      "hash": "",
3150
      "hash": "",
            
3151
      "id": "9a5e26bd-9e83-4c6a-a238-3468da997c4c",
3151
      "id": "9a5e26bd-9e83-4c6a-a238-3468da997c4c",
            
3152
      "is_bigquery_table": false,
3152
      "is_bigquery_table": false,
            
3153
      "is_data_supplementary": false,
3153
      "is_data_supplementary": false,
            
3154
      "is_link": false,
3154
      "is_link": false,
            
3155
      "last_modified": null,
3155
      "last_modified": null,
            
3156
      "metadata_modified": "2022-10-07T11:29:09.605443",
3156
      "metadata_modified": "2022-10-07T11:29:09.605443",
            
3157
      "mimetype": null,
3157
      "mimetype": null,
            
3158
      "mimetype_inner": null,
3158
      "mimetype_inner": null,
            
3159
      "name": "taaidy1",
3159
      "name": "taaidy1",
            
3160
      "package_id": "1d42a6d0-fc78-4d04-84a2-6d9c168d94be",
3160
      "package_id": "1d42a6d0-fc78-4d04-84a2-6d9c168d94be",
            
3161
      "position": 89,
3161
      "position": 89,
            
3162
      "resource_type": null,
3162
      "resource_type": null,
            
3163
      "size": null,
3163
      "size": null,
            
3164
      "state": "active",
3164
      "state": "active",
            
3165
      "url": 
3165
      "url": 
            
3166
.cloud.google.com/wrc_wro_datasets/agriculture/structured/refined/time 
3166
.cloud.google.com/wrc_wro_datasets/agriculture/structured/refined/time 
            
3167
ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
3167
ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
            
3168
for manuscript/taaibosch4_csvs from 
3168
for manuscript/taaibosch4_csvs from 
            
3169
ernesto_feb2016/taaidy1_id_9a5e26bd-9e83-4c6a-a238-3468da997c4c.csv",
3169
ernesto_feb2016/taaidy1_id_9a5e26bd-9e83-4c6a-a238-3468da997c4c.csv",
            
3170
      "url_type": "link"
3170
      "url_type": "link"
            
n
n
3171
    },
            
3172
    {
            
3173
      "cache_last_updated": null,
            
3174
      "cache_url": null,
            
3175
      "created": "2022-10-07T11:29:17.426591",
            
3176
      "created_in_gcs": "true",
            
3177
      "datastore_active": false,
            
3178
      "description": null,
            
3179
      "file_to_bigquery_table": false,
            
3180
      "format": "CSV",
            
3181
      "gcs_full_name": "agriculture/structured/refined/time 
            
3182
ries/130-211-222-159-metadata-form-heeet-maize-northern-cape-2012/data 
            
3183
for manuscript/taaibosch4_csvs from ernesto_feb2016/taaidy1utm.csv",
            
3184
      "hash": "",
            
3185
      "id": "b41f7ab1-8acd-463e-a13f-fc48e891b14a",
            
3186
      "is_bigquery_table": false,
            
3187
      "is_data_supplementary": false,
            
3188
      "is_link": false,
            
3189
      "last_modified": null,
            
3190
      "metadata_modified": "2022-10-07T11:29:17.375841",
            
3191
      "mimetype": null,
            
3192
      "mimetype_inner": null,
            
3193
      "name": "taaidy1utm",
            
3194
      "package_id": "1d42a6d0-fc78-4d04-84a2-6d9c168d94be",
            
3195
      "position": 90,
            
3196
      "resource_type": null,
            
3197
      "size": null,
            
3198
      "state": "active",
            
3199
      "url": "",
            
3200
      "url_type": null
            
3171
    }
3201
    }
            
3172
  ],
3202
  ],
            
t
t
3203
  "spatial": "{\"type\": \"Polygon\", \"coordinates\": [[[16.4699, 
            
3204
-22.1265], [32.8931, -22.1265], [32.8931, -34.8212], [16.4699, 
            
3205
-34.8212], [16.4699, -22.1265]]]}",
            
3173
  "state": "active",
3206
  "state": "active",
            
3174
  "tags": [],
3207
  "tags": [],
            
3175
  "title": "ET maize Northern Cape 2012",
3208
  "title": "ET maize Northern Cape 2012",
            
3176
  "type": "metadata-form",
3209
  "type": "metadata-form",
            
3177
  "uploader_estimation_of_extent_of_processing": "refined",
3210
  "uploader_estimation_of_extent_of_processing": "refined",
            
3178
  "url": null,
3211
  "url": null,
            
3179
  "version": null,
3212
  "version": null,
            
3180
  "vertical_extent_datum": "masl",
3213
  "vertical_extent_datum": "masl",
            
3181
  "wrc_project_number": "WRC Report No. TT 602/14",
3214
  "wrc_project_number": "WRC Report No. TT 602/14",
            
3182
  "wro_theme": "agriculture"
3215
  "wro_theme": "agriculture"
            
3183
}
3216
}