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links-ads
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multi-temporal-hotspot-dataset

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Cannot extract the features (columns) for the split 'train' of the config 'default' of the dataset.
Error code:   FeaturesError
Exception:    ValueError
Message:      Not able to read records in the JSON file at hf://datasets/links-ads/multi-temporal-hotspot-dataset@1c6bbf853dc491af76c1e9bae7e027382ca7a0a9/train_esri_thraws_1p_1n.json. You should probably indicate the field of the JSON file containing your records. This JSON file contain the following fields: ['type', 'crs', 'features']. Select the correct one and provide it as `field='XXX'` to the dataset loading method. 
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/split/first_rows.py", line 240, in compute_first_rows_from_streaming_response
                  iterable_dataset = iterable_dataset._resolve_features()
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 2216, in _resolve_features
                  features = _infer_features_from_batch(self.with_format(None)._head())
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 1239, in _head
                  return _examples_to_batch(list(self.take(n)))
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 1389, in __iter__
                  for key, example in ex_iterable:
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 1044, in __iter__
                  yield from islice(self.ex_iterable, self.n)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 282, in __iter__
                  for key, pa_table in self.generate_tables_fn(**self.kwargs):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/packaged_modules/json/json.py", line 170, in _generate_tables
                  raise ValueError(
              ValueError: Not able to read records in the JSON file at hf://datasets/links-ads/multi-temporal-hotspot-dataset@1c6bbf853dc491af76c1e9bae7e027382ca7a0a9/train_esri_thraws_1p_1n.json. You should probably indicate the field of the JSON file containing your records. This JSON file contain the following fields: ['type', 'crs', 'features']. Select the correct one and provide it as `field='XXX'` to the dataset loading method.

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Dataset for RAPID WILDFIRE HOTSPOT DETECTION USING SELF-SUPERVISED LEARNING ON TEMPORAL REMOTE SENSING DATA

Dataset Structure

The main dataset used in the paper comprises the following inputs:

Suffix Description Format
x Longitude (EPSG:4326) float
y Latitude (EPSG:4326) float
point_id Pixel id of the AOI int
class Hotspot (1), No hotspot (0) int
event_id Effis event id str
time MSG15 activation timestamp str
lc_2018 ESRI LULC class int
IR_016 Infrared MSG15 channel float
IR_039 Infrared MSG15 channel float
IR_087 Infrared MSG15 channel float
IR_097 Infrared MSG15 channel float
IR_108 Infrared MSG15 channel float
IR_120 Infrared MSG15 channel float
IR_134 Infrared MSG15 channel float
VIS_006 Visible MSG15 channel float
VIS_008 Visible MSG15 channel float
WV_062 Water Vapour MSG15 channel float
WV_073 Water Vapour MSG15 channel float
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