people-EA: missing blocks

[jdries]

Anyhow…. I was now testing the full UDP candidate and the final raster file has still an issues I didn’t expected. I have empty blocks at the end??? The existing blocks are correctly calculated, but all the lower blocks are nan.

I was testing and figured out that it is again the “resample_spatial()” process! If I do not apply the final resampling and download in the original EPSG (EPSG:3857) then the full data is available (see second picture).

Here the final UDP candidate for creating the arable/non-arable mask: https://git.vito.be/projects/NCA/repos/people-ea/browse/c_factor/arable_mask.py?at=refs%2Fheads%2Ffeature%2FNCAP-1058-fcover-udp

Raster resampled to EPSG:3035 and 100m:

Dataset not warped:

[jdries]

It seems to work for cgls collections, so specific to shub?

[jdries]

This specific collection has features with a bounding box that is not valid in EPSG:3035. When doing intersection, this needs to be taken into account. What is interesting here as well is that the Sentinelhub result contains a proj:geometry property. So apparently, we have information about the real CRS as well.

  "type": "FeatureCollection",
  "features": [
    {
      "stac_version": "1.0.0",
      "stac_extensions": [
        "https://stac-extensions.github.io/projection/v1.0.0/schema.json"
      ],
      "id": "a1163ebd-97fa-4750-8a93-25142474eda3",
      "type": "Feature",
      "geometry": {
        "type": "Polygon",
        "crs": {
          "type": "name",
          "properties": {
            "name": "urn:ogc:def:crs:OGC::CRS84"
          }
        },
        "coordinates": [
          [
            [
              -56.50514190170435,
              72.66326966834433
            ],
            [
              -56.50514190170435,
              24.284357087313037
            ],
            [
              72.90614056172527,
              24.284357087313037
            ],
            [
              72.90614056172527,
              72.66326966834433
            ],
            [
              -56.50514190170435,
              72.66326966834433
            ]
          ]
        ]
      },
      "bbox": [
        -56.50514190170435,
        24.284357087313037,
        72.90614056172527,
        72.66326966834433
      ],
      "properties": {
        "datetime": "2000-01-01T00:00:00Z",
        "proj:epsg": 3857,
        "proj:bbox": [
          -6290123.623699396,
          2788096.7398693264,
          8115874.443034085,
          1.1996485025544627E7
        ],
        "proj:geometry": {
          "type": "Polygon",
          "crs": {
            "type": "name",
            "properties": {
              "name": "urn:ogc:def:crs:EPSG::3857"
            }
          },
          "coordinates": [
            [
              [
                -6290123.623699394,
                1.1996485025544627E7
              ],
              [
                -6290123.623699394,
                2788096.7398693254
              ],
              [
                8115874.4430340845,
                2788096.7398693254
              ],
              [
                8115874.4430340845,
                1.1996485025544627E7
              ],
              [
                -6290123.623699394,
                1.1996485025544627E7
              ]
            ]
          ]
        }
      },
      "assets": {},
      "collection": "byoc-4c5441a6-6040-4dc4-a392-c1317bbd1031",
      "links": [
        {
          "href": "https://creodias.sentinel-hub.com/api/v1/catalog/1.0.0/",
          "rel": "root",
          "type": "application/json"
        },
        {
          "href": "https://creodias.sentinel-hub.com/api/v1/catalog/1.0.0/collections/byoc-4c5441a6-6040-4dc4-a392-c1317bbd1031/items/a1163ebd-97fa-4750-8a93-25142474eda3",
          "rel": "self",
          "type": "application/geo+json"
        },
        {
          "href": "https://creodias.sentinel-hub.com/api/v1/catalog/1.0.0/collections/byoc-4c5441a6-6040-4dc4-a392-c1317bbd1031",
          "rel": "parent",
          "type": "application/json"
        },
        {
          "href": "https://creodias.sentinel-hub.com/api/v1/catalog/1.0.0/collections/byoc-4c5441a6-6040-4dc4-a392-c1317bbd1031",
          "rel": "collection",
          "type": "application/json"
        }
      ]
    }
  ],
  "links": [
    {
      "href": "https://creodias.sentinel-hub.com/api/v1/catalog/1.0.0/search",
      "rel": "self",
      "type": "application/geo+json"
    }
  ],
  "context": {
    "limit": 100,
    "returned": 1
  }
}```

[jdries]

It's fixed on openeo-dev!