messages listlengths 3 3 | regions listlengths 1 20 ⌀ | metadata dict |
|---|---|---|
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"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_pakistan_2022_01",
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[
{
"role": "system",
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{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | [
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"label": "inundation",
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[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_pakistan_2022_01",
"profile": "floodpulse",
"tile_stem": "flood_pakistan_2022_01_t0001"
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[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | [
{
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{
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[
{
"role": "system",
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{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_pakistan_2022_01",
"profile": "floodpulse",
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[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | [
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{
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{
"label": "inundation",
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[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_pakistan_2022_01",
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[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | [
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{
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[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_pakistan_2022_01",
"profile": "floodpulse",
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[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | [
{
"label": "inundation",
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[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_pakistan_2022_01",
"profile": "floodpulse",
"tile_stem": "flood_pakistan_2022_01_t0005"
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[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | [
{
"label": "inundation",
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{
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[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_pakistan_2022_01",
"profile": "floodpulse",
"tile_stem": "flood_pakistan_2022_01_t0006"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | [
{
"label": "inundation",
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114,
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{
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{
"label": "inundation",
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223,
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... | {
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"profile": "floodpulse",
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[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_pakistan_2022_01",
"profile": "floodpulse",
"tile_stem": "flood_pakistan_2022_01_t0007"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | [
{
"label": "inundation",
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{
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{
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[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_pakistan_2022_01",
"profile": "floodpulse",
"tile_stem": "flood_pakistan_2022_01_t0008"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_pakistan_2022_01",
"profile": "floodpulse",
"tile_stem": "flood_pakistan_2022_01_t0009"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | [
{
"label": "inundation",
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] | {
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"profile": "floodpulse",
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} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_pakistan_2022_01",
"profile": "floodpulse",
"tile_stem": "flood_pakistan_2022_01_t0010"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | [
{
"label": "inundation",
"bbox": [
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112,
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"profile": "floodpulse",
"tile_stem": "flood_pakistan_2022_01_t0010"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_pakistan_2022_01",
"profile": "floodpulse",
"tile_stem": "flood_pakistan_2022_01_t0011"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | [
{
"label": "inundation",
"bbox": [
51,
0,
56,
3
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"area_px": 19
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] | {
"event_id": "flood_pakistan_2022_01",
"profile": "floodpulse",
"tile_stem": "flood_pakistan_2022_01_t0011"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_pakistan_2022_01",
"profile": "floodpulse",
"tile_stem": "flood_pakistan_2022_01_t0012"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_pakistan_2022_01",
"profile": "floodpulse",
"tile_stem": "flood_pakistan_2022_01_t0013"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_pakistan_2022_01",
"profile": "floodpulse",
"tile_stem": "flood_pakistan_2022_01_t0014"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_pakistan_2022_01",
"profile": "floodpulse",
"tile_stem": "flood_pakistan_2022_01_t0015"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_brazil_2024_01",
"profile": "floodpulse",
"tile_stem": "flood_brazil_2024_01_t0000"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | [
{
"label": "inundation",
"bbox": [
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79,
223
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"area_px": 2304
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{
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197,
72
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"area_px": 1107
},
{
"label": "inundation",
"bbox": [
42,
28,
88,
83
... | {
"event_id": "flood_brazil_2024_01",
"profile": "floodpulse",
"tile_stem": "flood_brazil_2024_01_t0000"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_brazil_2024_01",
"profile": "floodpulse",
"tile_stem": "flood_brazil_2024_01_t0001"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | [
{
"label": "inundation",
"bbox": [
90,
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141,
72
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"area_px": 1107
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{
"label": "inundation",
"bbox": [
164,
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194,
69
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"area_px": 857
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{
"label": "inundation",
"bbox": [
7,
96,
54,
135
... | {
"event_id": "flood_brazil_2024_01",
"profile": "floodpulse",
"tile_stem": "flood_brazil_2024_01_t0001"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_brazil_2024_01",
"profile": "floodpulse",
"tile_stem": "flood_brazil_2024_01_t0002"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | [
{
"label": "inundation",
"bbox": [
34,
0,
85,
72
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"area_px": 1106
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{
"label": "inundation",
"bbox": [
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138,
69
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"area_px": 857
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{
"label": "inundation",
"bbox": [
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73,
42,
102
... | {
"event_id": "flood_brazil_2024_01",
"profile": "floodpulse",
"tile_stem": "flood_brazil_2024_01_t0002"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_brazil_2024_01",
"profile": "floodpulse",
"tile_stem": "flood_brazil_2024_01_t0003"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | [
{
"label": "inundation",
"bbox": [
177,
0,
223,
36
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"area_px": 1107
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{
"label": "inundation",
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82,
69
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"area_px": 863
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{
"label": "inundation",
"bbox": [
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29,
72
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"event_id": "flood_brazil_2024_01",
"profile": "floodpulse",
"tile_stem": "flood_brazil_2024_01_t0003"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_brazil_2024_01",
"profile": "floodpulse",
"tile_stem": "flood_brazil_2024_01_t0004"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | [
{
"label": "inundation",
"bbox": [
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95,
79,
223
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"area_px": 3804
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{
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110,
79
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"area_px": 787
},
{
"label": "inundation",
"bbox": [
41,
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88,
27
... | {
"event_id": "flood_brazil_2024_01",
"profile": "floodpulse",
"tile_stem": "flood_brazil_2024_01_t0004"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_brazil_2024_01",
"profile": "floodpulse",
"tile_stem": "flood_brazil_2024_01_t0005"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | [
{
"label": "inundation",
"bbox": [
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54,
79
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"area_px": 784
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{
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183
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"area_px": 616
},
{
"label": "inundation",
"bbox": [
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31,
27
],... | {
"event_id": "flood_brazil_2024_01",
"profile": "floodpulse",
"tile_stem": "flood_brazil_2024_01_t0005"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_brazil_2024_01",
"profile": "floodpulse",
"tile_stem": "flood_brazil_2024_01_t0006"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | [
{
"label": "inundation",
"bbox": [
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15,
42,
46
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"area_px": 294
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{
"label": "inundation",
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112,
40
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"area_px": 183
},
{
"label": "inundation",
"bbox": [
70,
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85,
33
],... | {
"event_id": "flood_brazil_2024_01",
"profile": "floodpulse",
"tile_stem": "flood_brazil_2024_01_t0006"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_brazil_2024_01",
"profile": "floodpulse",
"tile_stem": "flood_brazil_2024_01_t0007"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | [
{
"label": "inundation",
"bbox": [
41,
0,
64,
40
],
"area_px": 265
},
{
"label": "inundation",
"bbox": [
14,
0,
29,
33
],
"area_px": 178
},
{
"label": "inundation",
"bbox": [
0,
63,
14,
80
],
... | {
"event_id": "flood_brazil_2024_01",
"profile": "floodpulse",
"tile_stem": "flood_brazil_2024_01_t0007"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_brazil_2024_01",
"profile": "floodpulse",
"tile_stem": "flood_brazil_2024_01_t0008"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | [
{
"label": "inundation",
"bbox": [
0,
39,
79,
218
],
"area_px": 4560
},
{
"label": "inundation",
"bbox": [
65,
0,
110,
23
],
"area_px": 453
},
{
"label": "inundation",
"bbox": [
109,
0,
134,
27
... | {
"event_id": "flood_brazil_2024_01",
"profile": "floodpulse",
"tile_stem": "flood_brazil_2024_01_t0008"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_brazil_2024_01",
"profile": "floodpulse",
"tile_stem": "flood_brazil_2024_01_t0009"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | [
{
"label": "inundation",
"bbox": [
0,
77,
23,
127
],
"area_px": 616
},
{
"label": "inundation",
"bbox": [
9,
0,
54,
23
],
"area_px": 452
},
{
"label": "inundation",
"bbox": [
0,
124,
17,
161
]... | {
"event_id": "flood_brazil_2024_01",
"profile": "floodpulse",
"tile_stem": "flood_brazil_2024_01_t0009"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_brazil_2024_01",
"profile": "floodpulse",
"tile_stem": "flood_brazil_2024_01_t0010"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | [
{
"label": "inundation",
"bbox": [
54,
7,
70,
24
],
"area_px": 152
},
{
"label": "inundation",
"bbox": [
0,
0,
22,
27
],
"area_px": 138
},
{
"label": "inundation",
"bbox": [
98,
24,
112,
44
],... | {
"event_id": "flood_brazil_2024_01",
"profile": "floodpulse",
"tile_stem": "flood_brazil_2024_01_t0010"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_brazil_2024_01",
"profile": "floodpulse",
"tile_stem": "flood_brazil_2024_01_t0011"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | [
{
"label": "inundation",
"bbox": [
0,
7,
14,
24
],
"area_px": 152
},
{
"label": "inundation",
"bbox": [
42,
21,
56,
44
],
"area_px": 122
},
{
"label": "inundation",
"bbox": [
20,
45,
39,
58
],... | {
"event_id": "flood_brazil_2024_01",
"profile": "floodpulse",
"tile_stem": "flood_brazil_2024_01_t0011"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_brazil_2024_01",
"profile": "floodpulse",
"tile_stem": "flood_brazil_2024_01_t0012"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | [
{
"label": "inundation",
"bbox": [
0,
0,
79,
162
],
"area_px": 4299
},
{
"label": "inundation",
"bbox": [
123,
198,
129,
216
],
"area_px": 76
},
{
"label": "inundation",
"bbox": [
151,
128,
155,
1... | {
"event_id": "flood_brazil_2024_01",
"profile": "floodpulse",
"tile_stem": "flood_brazil_2024_01_t0012"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_brazil_2024_01",
"profile": "floodpulse",
"tile_stem": "flood_brazil_2024_01_t0013"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | [
{
"label": "inundation",
"bbox": [
0,
21,
23,
71
],
"area_px": 623
},
{
"label": "inundation",
"bbox": [
0,
68,
17,
105
],
"area_px": 340
},
{
"label": "inundation",
"bbox": [
67,
198,
72,
216
... | {
"event_id": "flood_brazil_2024_01",
"profile": "floodpulse",
"tile_stem": "flood_brazil_2024_01_t0013"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_brazil_2024_01",
"profile": "floodpulse",
"tile_stem": "flood_brazil_2024_01_t0014"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | [
{
"label": "inundation",
"bbox": [
11,
198,
17,
216
],
"area_px": 76
},
{
"label": "inundation",
"bbox": [
39,
128,
43,
145
],
"area_px": 52
},
{
"label": "inundation",
"bbox": [
25,
90,
34,
98
... | {
"event_id": "flood_brazil_2024_01",
"profile": "floodpulse",
"tile_stem": "flood_brazil_2024_01_t0014"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_brazil_2024_01",
"profile": "floodpulse",
"tile_stem": "flood_brazil_2024_01_t0015"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_libya_derna_2023",
"profile": "floodpulse",
"tile_stem": "flood_libya_derna_2023_t0000"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | [
{
"label": "inundation",
"bbox": [
132,
0,
223,
87
],
"area_px": 3667
},
{
"label": "inundation",
"bbox": [
2,
0,
74,
93
],
"area_px": 1776
},
{
"label": "inundation",
"bbox": [
60,
0,
104,
33
... | {
"event_id": "flood_libya_derna_2023",
"profile": "floodpulse",
"tile_stem": "flood_libya_derna_2023_t0000"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_libya_derna_2023",
"profile": "floodpulse",
"tile_stem": "flood_libya_derna_2023_t0001"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | [
{
"label": "inundation",
"bbox": [
76,
0,
223,
130
],
"area_px": 7297
},
{
"label": "inundation",
"bbox": [
89,
87,
125,
128
],
"area_px": 513
},
{
"label": "inundation",
"bbox": [
4,
0,
41,
33
... | {
"event_id": "flood_libya_derna_2023",
"profile": "floodpulse",
"tile_stem": "flood_libya_derna_2023_t0001"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_libya_derna_2023",
"profile": "floodpulse",
"tile_stem": "flood_libya_derna_2023_t0002"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | [
{
"label": "inundation",
"bbox": [
20,
0,
223,
132
],
"area_px": 10954
},
{
"label": "inundation",
"bbox": [
33,
87,
69,
128
],
"area_px": 548
},
{
"label": "inundation",
"bbox": [
210,
193,
223,
... | {
"event_id": "flood_libya_derna_2023",
"profile": "floodpulse",
"tile_stem": "flood_libya_derna_2023_t0002"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_libya_derna_2023",
"profile": "floodpulse",
"tile_stem": "flood_libya_derna_2023_t0003"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | [
{
"label": "inundation",
"bbox": [
0,
0,
223,
220
],
"area_px": 15171
},
{
"label": "inundation",
"bbox": [
154,
185,
191,
223
],
"area_px": 470
},
{
"label": "inundation",
"bbox": [
205,
0,
223,
... | {
"event_id": "flood_libya_derna_2023",
"profile": "floodpulse",
"tile_stem": "flood_libya_derna_2023_t0003"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_libya_derna_2023",
"profile": "floodpulse",
"tile_stem": "flood_libya_derna_2023_t0004"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | [
{
"label": "inundation",
"bbox": [
30,
0,
73,
37
],
"area_px": 788
},
{
"label": "inundation",
"bbox": [
143,
0,
223,
31
],
"area_px": 701
},
{
"label": "inundation",
"bbox": [
145,
31,
181,
72
... | {
"event_id": "flood_libya_derna_2023",
"profile": "floodpulse",
"tile_stem": "flood_libya_derna_2023_t0004"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_libya_derna_2023",
"profile": "floodpulse",
"tile_stem": "flood_libya_derna_2023_t0005"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | [
{
"label": "inundation",
"bbox": [
152,
0,
223,
75
],
"area_px": 1938
},
{
"label": "inundation",
"bbox": [
87,
0,
179,
31
],
"area_px": 802
},
{
"label": "inundation",
"bbox": [
89,
31,
125,
72
... | {
"event_id": "flood_libya_derna_2023",
"profile": "floodpulse",
"tile_stem": "flood_libya_derna_2023_t0005"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_libya_derna_2023",
"profile": "floodpulse",
"tile_stem": "flood_libya_derna_2023_t0006"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | [
{
"label": "inundation",
"bbox": [
96,
0,
223,
76
],
"area_px": 3629
},
{
"label": "inundation",
"bbox": [
31,
0,
123,
31
],
"area_px": 809
},
{
"label": "inundation",
"bbox": [
33,
31,
69,
72
... | {
"event_id": "flood_libya_derna_2023",
"profile": "floodpulse",
"tile_stem": "flood_libya_derna_2023_t0006"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_libya_derna_2023",
"profile": "floodpulse",
"tile_stem": "flood_libya_derna_2023_t0007"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | [
{
"label": "inundation",
"bbox": [
40,
0,
223,
164
],
"area_px": 7509
},
{
"label": "inundation",
"bbox": [
0,
0,
62,
31
],
"area_px": 642
},
{
"label": "inundation",
"bbox": [
154,
129,
191,
168
... | {
"event_id": "flood_libya_derna_2023",
"profile": "floodpulse",
"tile_stem": "flood_libya_derna_2023_t0007"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_libya_derna_2023",
"profile": "floodpulse",
"tile_stem": "flood_libya_derna_2023_t0008"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | [
{
"label": "inundation",
"bbox": [
154,
0,
181,
16
],
"area_px": 278
},
{
"label": "inundation",
"bbox": [
208,
0,
223,
14
],
"area_px": 163
},
{
"label": "inundation",
"bbox": [
130,
34,
165,
37
... | {
"event_id": "flood_libya_derna_2023",
"profile": "floodpulse",
"tile_stem": "flood_libya_derna_2023_t0008"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_libya_derna_2023",
"profile": "floodpulse",
"tile_stem": "flood_libya_derna_2023_t0009"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | [
{
"label": "inundation",
"bbox": [
152,
0,
218,
18
],
"area_px": 593
},
{
"label": "inundation",
"bbox": [
98,
0,
125,
16
],
"area_px": 278
},
{
"label": "inundation",
"bbox": [
207,
54,
223,
65
... | {
"event_id": "flood_libya_derna_2023",
"profile": "floodpulse",
"tile_stem": "flood_libya_derna_2023_t0009"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_libya_derna_2023",
"profile": "floodpulse",
"tile_stem": "flood_libya_derna_2023_t0010"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | [
{
"label": "inundation",
"bbox": [
96,
0,
162,
18
],
"area_px": 593
},
{
"label": "inundation",
"bbox": [
42,
0,
69,
16
],
"area_px": 277
},
{
"label": "inundation",
"bbox": [
210,
81,
223,
108
... | {
"event_id": "flood_libya_derna_2023",
"profile": "floodpulse",
"tile_stem": "flood_libya_derna_2023_t0010"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_libya_derna_2023",
"profile": "floodpulse",
"tile_stem": "flood_libya_derna_2023_t0011"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | [
{
"label": "inundation",
"bbox": [
156,
0,
223,
108
],
"area_px": 1889
},
{
"label": "inundation",
"bbox": [
40,
0,
106,
18
],
"area_px": 589
},
{
"label": "inundation",
"bbox": [
154,
73,
191,
11... | {
"event_id": "flood_libya_derna_2023",
"profile": "floodpulse",
"tile_stem": "flood_libya_derna_2023_t0011"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_libya_derna_2023",
"profile": "floodpulse",
"tile_stem": "flood_libya_derna_2023_t0012"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_libya_derna_2023",
"profile": "floodpulse",
"tile_stem": "flood_libya_derna_2023_t0013"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | [
{
"label": "inundation",
"bbox": [
206,
0,
223,
10
],
"area_px": 89
}
] | {
"event_id": "flood_libya_derna_2023",
"profile": "floodpulse",
"tile_stem": "flood_libya_derna_2023_t0013"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_libya_derna_2023",
"profile": "floodpulse",
"tile_stem": "flood_libya_derna_2023_t0014"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | [
{
"label": "inundation",
"bbox": [
210,
25,
223,
52
],
"area_px": 157
},
{
"label": "inundation",
"bbox": [
173,
18,
192,
35
],
"area_px": 145
},
{
"label": "inundation",
"bbox": [
150,
0,
176,
10... | {
"event_id": "flood_libya_derna_2023",
"profile": "floodpulse",
"tile_stem": "flood_libya_derna_2023_t0014"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_libya_derna_2023",
"profile": "floodpulse",
"tile_stem": "flood_libya_derna_2023_t0015"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | [
{
"label": "inundation",
"bbox": [
192,
0,
223,
51
],
"area_px": 569
},
{
"label": "inundation",
"bbox": [
154,
17,
191,
56
],
"area_px": 470
},
{
"label": "inundation",
"bbox": [
163,
57,
200,
76... | {
"event_id": "flood_libya_derna_2023",
"profile": "floodpulse",
"tile_stem": "flood_libya_derna_2023_t0015"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_germany_ahr_2021",
"profile": "floodpulse",
"tile_stem": "flood_germany_ahr_2021_t0000"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_germany_ahr_2021",
"profile": "floodpulse",
"tile_stem": "flood_germany_ahr_2021_t0001"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_germany_ahr_2021",
"profile": "floodpulse",
"tile_stem": "flood_germany_ahr_2021_t0002"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_germany_ahr_2021",
"profile": "floodpulse",
"tile_stem": "flood_germany_ahr_2021_t0003"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_germany_ahr_2021",
"profile": "floodpulse",
"tile_stem": "flood_germany_ahr_2021_t0004"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_germany_ahr_2021",
"profile": "floodpulse",
"tile_stem": "flood_germany_ahr_2021_t0005"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_germany_ahr_2021",
"profile": "floodpulse",
"tile_stem": "flood_germany_ahr_2021_t0006"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_germany_ahr_2021",
"profile": "floodpulse",
"tile_stem": "flood_germany_ahr_2021_t0007"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_germany_ahr_2021",
"profile": "floodpulse",
"tile_stem": "flood_germany_ahr_2021_t0008"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_germany_ahr_2021",
"profile": "floodpulse",
"tile_stem": "flood_germany_ahr_2021_t0009"
} |
[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are a geospatial analyst specializing in satellite imagery interpretation. Analyze the provided Sentinel-2 satellite images and report findings grounded in visible evidence. Use [x1, y1, x2, y2] bounding boxes normalized t... | null | {
"event_id": "flood_germany_ahr_2021",
"profile": "floodpulse",
"tile_stem": "flood_germany_ahr_2021_t0010"
} |
End of preview. Expand in Data Studio
FloodPulse SFT
Temporal Sentinel-2 pairs for flood-relevant events. MNDWI water masks on pre/post scenes define new inundation (water gained); tiles get a caption and optional grounding rows for inundation regions.
Record counts (this build)
| Split | JSONL lines |
|---|---|
| train | 263 |
| validation | 31 |
| test | 0 |
| total | 294 |
Tiles processed (caption rows ≈ this; grounding rows added when regions exist): 189.
Inputs
- Events: JSON/CSV with
event_id,lat,lon,event_date(example fixture:data/events/flood_smoke_events.json). - CLI:
build_lfm_vl_floodpulse_sft.py --events … --max-events 0for a full catalog pass.
Dataset layout
data/train.jsonl,data/validation.jsonl,data/test.jsonl— VLM SFT samples (messageslist with system/user/assistant content; images referenced by relative paths under this folder).images/— PNG chips (typically pre/post pair) consumed by the JSONL.metadata/— one JSON sidecar per tile/sample (scene ids, bbox, optionalregions, profile tag).
Splits
Train / validation / test are assigned from a stable hash of event_id (same event_id always lands in the same split).
Regenerating locally
Run from the nutonic repository root (paths relative to that root):
python data/scripts/build_lfm_vl_floodpulse_sft.py <see --help for required args>
Upload to the Hub (requires a token with write access to the target dataset repo):
export HF_TOKEN="hf_..." # or HUGGING_FACE_HUB_TOKEN
python data/scripts/build_lfm_vl_floodpulse_sft.py ... --upload-repo NuTonic/floodpulse-sft-v1 --hf-token "$HF_TOKEN"
Skip upload with --no-upload. Resume partial STAC downloads with --skip-existing.
Orchestrator (all PRO profiles)
python data/scripts/run_pro_sft_orchestrator.py \
--events-per-profile 0 \
--hf-org YOUR_ORG \
--upload-repo-firewatch YOUR_ORG/firewatch-sft-v1 \
--hf-token "$HF_TOKEN"
Use --upload-repo-<profile> per profile, or --hf-org to upload to YOUR_ORG/<default-repo-suffix> for each builder. See run_pro_sft_orchestrator.py --help.
Environment
| Variable | Purpose |
|---|---|
HF_TOKEN or HUGGING_FACE_HUB_TOKEN |
Hub upload if --hf-token is not passed. |
HTTP_PROXY / HTTPS_PROXY |
Optional; if your network requires a proxy to reach STAC and Hugging Face. |
STAC: scenes are resolved from Element84 Earth Search (sentinel-2-l2a by default). No Earth Engine or Mapbox keys are required for this pipeline.
Hub target for this artifact
Dataset repo id: NuTonic/floodpulse-sft-v1
Card URL: https://huggingface.co/datasets/NuTonic/floodpulse-sft-v1
Limitations
- Optical-only Sentinel-2; cloud cover and revisit gaps can drop events or leave empty change masks.
- Detections and captions are heuristic (indices / thresholds), not operational truth labels.
- Assistant text follows conservative wording (candidates, confidence qualifiers).
- Downloads last month
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