clear methaneset-bank before uploading the v3 bank

methaneset-bank/.tacocat/COLLECTION.json

@@ -1,253 +0,0 @@
-{
-    "id": "methane-plume-bank",
-    "dataset_version": "2.0.0",
-    "description": "Synthetic methane plume bank generated from WRF-LES 4.7.0 atmospheric simulations (Gorro\u00f1o et al., Zenodo doi:10.5281/zenodo.18161182). Contains 1,064,448 \u0394XCH4 maps [mol/mol] at 20m resolution spanning 11 wind speeds, 12 wind directions, 9 multisource and 5 areasource plume geometries, 3 temporal snapshots, 8 Solar Zenith Angles, and 24 Solar Azimuth Angles. All plumes are normalized to a reference emission rate of 3000 kg/h and scale linearly. Intended for synthetic data augmentation in satellite-based methane plume detection models.",
-    "licenses": [
-        "CC-BY-4.0"
-    ],
-    "providers": [
-        {
-            "name": "Image and Signal Processing Group (ISP-UV)",
-            "roles": [
-                "producer"
-            ],
-            "url": null,
-            "links": null
-        },
-        {
-            "name": "LARS-UPV",
-            "roles": [
-                "producer"
-            ],
-            "url": null,
-            "links": null
-        }
-    ],
-    "tasks": [
-        "regression",
-        "segmentation"
-    ],
-    "taco_version": "0.5.0",
-    "title": "MethanePlumeBank: Synthetic Methane Plume Bank from WRF-LES Simulations",
-    "curators": [
-        {
-            "name": "Cesar Aybar",
-            "organization": "Image and Signal Processing Group, University of Valencia",
-            "email": "csaybar@uv.es",
-            "role": null
-        }
-    ],
-    "keywords": [
-        "methane",
-        "plume-detection",
-        "synthetic-data",
-        "WRF-LES",
-        "Sentinel-2",
-        "Landsat",
-        "EMIT",
-        "remote-sensing",
-        "earth-observation",
-        "data-augmentation",
-        "greenhouse-gas"
-    ],
-    "extent": {
-        "spatial": [
-            -180.0,
-            -90.0,
-            180.0,
-            90.0
-        ],
-        "temporal": null
-    },
-    "publications": [
-        {
-            "doi": "10.5281/zenodo.18161182",
-            "citation": "Gorro\u00f1o, J., Pei, Z., & Guanter, L. (2025). Benchmark simulations for methane emissions validation and sensitivity studies. Zenodo.",
-            "summary": "Source WRF-LES simulations used to generate the plume bank."
-        },
-        {
-            "doi": "10.5194/egusphere-2025-4924",
-            "citation": "Gorro\u00f1o, J., et al. (2025). Considering the observation and illumination angular configuration for improved methane detection. EGUsphere.",
-            "summary": "Describes the parallax correction methodology applied during projection."
-        }
-    ],
-    "taco:pit_schema": {
-        "root": {
-            "n": 1064448,
-            "type": "FILE"
-        },
-        "shape": [
-            145959
-        ],
-        "hierarchy": {}
-    },
-    "taco:field_schema": {
-        "level0": [
-            [
-                "id",
-                "string",
-                "Unique sample identifier within parent scope. Must be unique among siblings."
-            ],
-            [
-                "type",
-                "string",
-                "Sample type discriminator (FILE or FOLDER)."
-            ],
-            [
-                "simulation:source_type",
-                "string",
-                "Simulation type: 'multi' (point sources) or 'area' (distributed)"
-            ],
-            [
-                "simulation:wind_speed",
-                "float",
-                "Geostrophic wind speed [m/s]"
-            ],
-            [
-                "simulation:wind_dir",
-                "int16",
-                "Wind direction [degrees, 0=North]"
-            ],
-            [
-                "simulation:plume_id",
-                "int8",
-                "Plume identifier (multi: 1-9, area: 1-5)"
-            ],
-            [
-                "simulation:snapshot",
-                "int16",
-                "WRF-LES snapshot index (70, 90, or 110)"
-            ],
-            [
-                "simulation:sza",
-                "int8",
-                "Solar Zenith Angle [degrees]"
-            ],
-            [
-                "simulation:saa",
-                "int16",
-                "Solar Azimuth Angle [degrees, 0=North]"
-            ],
-            [
-                "simulation:q_ref",
-                "float",
-                "Reference emission rate [kg/h] \u2014 scale linearly for other rates"
-            ],
-            [
-                "internal:current_id",
-                "int64",
-                "Current sample position at this level (0-indexed). Enables O(1) random access and relational JOINs (ZIP, FOLDER, TACOCAT)."
-            ],
-            [
-                "internal:parent_id",
-                "int64",
-                "Foreign key referencing parent sample position in previous level (ZIP, FOLDER, TACOCAT)."
-            ]
-        ]
-    },
-    "taco:sources": {
-        "count": 8,
-        "ids": [
-            "methane-plume-bank",
-            "methane-plume-bank",
-            "methane-plume-bank",
-            "methane-plume-bank",
-            "methane-plume-bank",
-            "methane-plume-bank",
-            "methane-plume-bank",
-            "methane-plume-bank"
-        ],
-        "files": [
-            "methane_plume_bank_v2_part0001.tacozip",
-            "methane_plume_bank_v2_part0002.tacozip",
-            "methane_plume_bank_v2_part0003.tacozip",
-            "methane_plume_bank_v2_part0004.tacozip",
-            "methane_plume_bank_v2_part0005.tacozip",
-            "methane_plume_bank_v2_part0006.tacozip",
-            "methane_plume_bank_v2_part0007.tacozip",
-            "methane_plume_bank_v2_part0008.tacozip"
-        ],
-        "extents": [
-            {
-                "file": "methane_plume_bank_v2_part0001.tacozip",
-                "id": "methane-plume-bank",
-                "spatial": [
-                    -180.0,
-                    -90.0,
-                    180.0,
-                    90.0
-                ]
-            },
-            {
-                "file": "methane_plume_bank_v2_part0002.tacozip",
-                "id": "methane-plume-bank",
-                "spatial": [
-                    -180.0,
-                    -90.0,
-                    180.0,
-                    90.0
-                ]
-            },
-            {
-                "file": "methane_plume_bank_v2_part0003.tacozip",
-                "id": "methane-plume-bank",
-                "spatial": [
-                    -180.0,
-                    -90.0,
-                    180.0,
-                    90.0
-                ]
-            },
-            {
-                "file": "methane_plume_bank_v2_part0004.tacozip",
-                "id": "methane-plume-bank",
-                "spatial": [
-                    -180.0,
-                    -90.0,
-                    180.0,
-                    90.0
-                ]
-            },
-            {
-                "file": "methane_plume_bank_v2_part0005.tacozip",
-                "id": "methane-plume-bank",
-                "spatial": [
-                    -180.0,
-                    -90.0,
-                    180.0,
-                    90.0
-                ]
-            },
-            {
-                "file": "methane_plume_bank_v2_part0006.tacozip",
-                "id": "methane-plume-bank",
-                "spatial": [
-                    -180.0,
-                    -90.0,
-                    180.0,
-                    90.0
-                ]
-            },
-            {
-                "file": "methane_plume_bank_v2_part0007.tacozip",
-                "id": "methane-plume-bank",
-                "spatial": [
-                    -180.0,
-                    -90.0,
-                    180.0,
-                    90.0
-                ]
-            },
-            {
-                "file": "methane_plume_bank_v2_part0008.tacozip",
-                "id": "methane-plume-bank",
-                "spatial": [
-                    -180.0,
-                    -90.0,
-                    180.0,
-                    90.0
-                ]
-            }
-        ]
-    }
-}

methaneset-bank/.tacocat/level0.parquet

@@ -1,3 +0,0 @@
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-oid sha256:98bb7fcaa09d4e95698d7c340677946d38a53e7f819c77d85c4ee7c20dfd2fd9
-size 21653118

methaneset-bank/README.md

@@ -1,133 +0,0 @@
-
-# MethanePlumeBank: Synthetic Methane Plume Bank from WRF-LES Simulations
-
-Synthetic methane plume bank generated from WRF-LES 4.7.0 atmospheric simulations (Gorroño et al., Zenodo doi:10.5281/zenodo.18161182). Contains 1,064,448 ΔXCH4 maps [mol/mol] at 20m resolution spanning 11 wind speeds, 12 wind directions, 9 multisource and 5 areasource plume geometries, 3 temporal snapshots, 8 Solar Zenith Angles, and 24 Solar Azimuth Angles. All plumes are normalized to a reference emission rate of 3000 kg/h and scale linearly. Intended for synthetic data augmentation in satellite-based methane plume detection models.
-## Dataset Information
-
-**Version**: 2.0.0
-
-**License**: CC-BY-4.0
-
-**Keywords**: methane, plume-detection, synthetic-data, WRF-LES, Sentinel-2, Landsat, EMIT, remote-sensing, earth-observation, data-augmentation, greenhouse-gas
-
-**Tasks**: regression, segmentation
-
-## Dataset Overview
-
-**Partitions**: 8 files
-**Spatial coverage**: [-180.00, -90.00, 180.00, 90.00] (WGS84)
-
-## Dataset Structure (Root-Sibling Uniform Tree)
-
-**Root**: FILE (1,064,448 samples)
-
-
-## Metadata Fields
-
-### LEVEL0
-
-| Field | Type | Description |
-|-------|------|-------------|
-| `id` | `string` | Unique sample identifier within parent scope. Must be unique among siblings. |
-| `type` | `string` | Sample type discriminator (FILE or FOLDER). |
-| `simulation:source_type` | `string` | Simulation type: 'multi' (point sources) or 'area' (distributed) |
-| `simulation:wind_speed` | `float` | Geostrophic wind speed [m/s] |
-| `simulation:wind_dir` | `int16` | Wind direction [degrees, 0=North] |
-| `simulation:plume_id` | `int8` | Plume identifier (multi: 1-9, area: 1-5) |
-| `simulation:snapshot` | `int16` | WRF-LES snapshot index (70, 90, or 110) |
-| `simulation:sza` | `int8` | Solar Zenith Angle [degrees] |
-| `simulation:saa` | `int16` | Solar Azimuth Angle [degrees, 0=North] |
-| `simulation:q_ref` | `float` | Reference emission rate [kg/h] — scale linearly for other rates |
-| `internal:current_id` | `int64` | Current sample position at this level (0-indexed). Enables O(1) random access and relational JOINs (ZIP, FOLDER, TACOCAT). |
-| `internal:parent_id` | `int64` | Foreign key referencing parent sample position in previous level (ZIP, FOLDER, TACOCAT). |
-
-
-## Usage
-
-### Python
-
-```python
-# pip install tacoreader
-import tacoreader
-
-ds = tacoreader.load("methane-plume-bank.tacozip")
-print(f"ID: {ds.id}")
-print(f"Version: {ds.version}")
-print(f"Samples: {len(ds.data)}")
-```
-
-### R
-
-```r
-# Coming soon: R support is planned but not yet available
-# install.packages("tacoreader")
-library(tacoreader)
-
-ds <- load_taco("methane-plume-bank.tacozip")
-cat(sprintf("ID: %s\n", ds$id))
-cat(sprintf("Version: %s\n", ds$version))
-cat(sprintf("Samples: %d\n", nrow(ds$data)))
-```
-
-### Julia
-
-```julia
-# Coming soon: Julia support is planned but not yet available
-# using Pkg; Pkg.add("TacoReader")
-using TacoReader
-
-ds = load_taco("methane-plume-bank.tacozip")
-println("ID: ", ds.id)
-println("Version: ", ds.version)
-println("Samples: ", size(ds.data, 1))
-```
-
-## Data Providers
-
-**Image and Signal Processing Group (ISP-UV)** — *producer*
-
-**LARS-UPV** — *producer*
-
-
-## Dataset Curators
-
-| Name | Organization | Email |
-|------|--------------|-------|
-| Cesar Aybar | Image and Signal Processing Group, University of Valencia | csaybar@uv.es |
-
-## Publications & Citations
-
-If you use this dataset in your research, please cite:
-
-
-**DOI**: 10.5281/zenodo.18161182
-
-Gorroño, J., Pei, Z., &amp; Guanter, L. (2025). Benchmark simulations for methane emissions validation and sensitivity studies. Zenodo.
-
-*Source WRF-LES simulations used to generate the plume bank.*
-
----
-
-**DOI**: 10.5194/egusphere-2025-4924
-
-Gorroño, J., et al. (2025). Considering the observation and illumination angular configuration for improved methane detection. EGUsphere.
-
-*Describes the parallax correction methodology applied during projection.*
-
----
-
-### BibTeX
-
-```bibtex
-@dataset{methane-plume-bank2,
-  title = {MethanePlumeBank: Synthetic Methane Plume Bank from WRF-LES Simulations},
-  author = {Cesar Aybar},
-  year = {2024},
-  version = {2.0.0},
-  publisher = {Image and Signal Processing Group, University of Valencia}
-}
-```
-
----
-
-Generated with ❤️ using [TacoToolbox](https://github.com/tacotoolbox/tacotoolbox) v0.26.9

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