Spaces:
Sleeping
Sleeping
Update app.py
Browse files
app.py
CHANGED
|
@@ -293,7 +293,7 @@ def generate_main_analysis(start_year, start_month, end_year, end_month, enso_ph
|
|
| 293 |
|
| 294 |
return tracks_fig, wind_scatter, pressure_scatter, regression_fig, slopes_text
|
| 295 |
|
| 296 |
-
# Path animation function
|
| 297 |
def categorize_typhoon_by_standard(wind_speed, standard):
|
| 298 |
if standard == 'taiwan':
|
| 299 |
wind_speed_ms = wind_speed * 0.514444
|
|
@@ -326,53 +326,35 @@ def generate_improved_animation(year, typhoon, standard):
|
|
| 326 |
typhoon_id = typhoon.split('(')[-1].strip(')')
|
| 327 |
storm = ibtracs.get_storm(typhoon_id)
|
| 328 |
|
| 329 |
-
# Create frames
|
| 330 |
frames = []
|
| 331 |
for i in range(len(storm.time)):
|
| 332 |
category, color = categorize_typhoon_by_standard(storm.vmax[i], standard)
|
| 333 |
frame_data = [
|
| 334 |
go.Scattergeo(
|
| 335 |
-
lon=storm.lon[:i+1],
|
| 336 |
-
lat=storm.lat[:i+1],
|
| 337 |
-
mode='lines',
|
| 338 |
line=dict(width=2, color='blue'),
|
| 339 |
-
|
| 340 |
-
|
| 341 |
-
),
|
| 342 |
-
go.Scattergeo(
|
| 343 |
-
lon=[storm.lon[i]],
|
| 344 |
-
lat=[storm.lat[i]],
|
| 345 |
-
mode='markers',
|
| 346 |
-
marker=dict(size=12, color=color),
|
| 347 |
-
name=f"Current Position",
|
| 348 |
text=[f"Time: {storm.time[i].strftime('%Y-%m-%d %H:%M')}<br>Wind: {storm.vmax[i]:.1f} kt<br>Category: {category}"],
|
| 349 |
hoverinfo="text"
|
| 350 |
)
|
| 351 |
]
|
| 352 |
-
if i > 0:
|
| 353 |
-
frame_data.append(
|
| 354 |
-
go.Scattergeo(
|
| 355 |
-
lon=storm.lon[:i],
|
| 356 |
-
lat=storm.lat[:i],
|
| 357 |
-
mode='markers',
|
| 358 |
-
marker=dict(size=5, color='rgba(100,100,100,0.5)'),
|
| 359 |
-
name="Previous Positions",
|
| 360 |
-
hoverinfo="none",
|
| 361 |
-
showlegend=False
|
| 362 |
-
)
|
| 363 |
-
)
|
| 364 |
frames.append(go.Frame(data=frame_data, name=str(i)))
|
| 365 |
|
| 366 |
-
# Initial figure
|
|
|
|
| 367 |
fig = go.Figure(
|
| 368 |
data=[
|
| 369 |
go.Scattergeo(
|
| 370 |
lon=[storm.lon[0]],
|
| 371 |
lat=[storm.lat[0]],
|
| 372 |
-
mode='markers',
|
| 373 |
-
marker=dict(size=12, color=
|
| 374 |
name="Start",
|
| 375 |
-
text=[f"Start: {storm.time[0].strftime('%Y-%m-%d %H:%M')}"],
|
| 376 |
hoverinfo="text"
|
| 377 |
)
|
| 378 |
],
|
|
@@ -397,7 +379,7 @@ def generate_improved_animation(year, typhoon, standard):
|
|
| 397 |
|
| 398 |
# Update layout with animation controls
|
| 399 |
fig.update_layout(
|
| 400 |
-
title=f"{year} {storm.name} Typhoon Path",
|
| 401 |
geo=dict(
|
| 402 |
projection_type='natural earth',
|
| 403 |
showland=True,
|
|
@@ -415,7 +397,7 @@ def generate_improved_animation(year, typhoon, standard):
|
|
| 415 |
{
|
| 416 |
"args": [None, {"frame": {"duration": 200, "redraw": True},
|
| 417 |
"fromcurrent": True,
|
| 418 |
-
"transition": {"duration": 0},
|
| 419 |
"mode": "immediate"}],
|
| 420 |
"label": "Play",
|
| 421 |
"method": "animate"
|
|
@@ -447,7 +429,7 @@ def generate_improved_animation(year, typhoon, standard):
|
|
| 447 |
"visible": True,
|
| 448 |
"xanchor": "right"
|
| 449 |
},
|
| 450 |
-
"transition": {"duration": 0},
|
| 451 |
"pad": {"b": 10, "t": 50},
|
| 452 |
"len": 0.9,
|
| 453 |
"x": 0.1,
|
|
@@ -457,7 +439,7 @@ def generate_improved_animation(year, typhoon, standard):
|
|
| 457 |
"args": [[str(i)], {"frame": {"duration": 200, "redraw": True},
|
| 458 |
"mode": "immediate",
|
| 459 |
"transition": {"duration": 0}}],
|
| 460 |
-
"label": storm.time[i].strftime('%m/%d %H:%M')
|
| 461 |
"method": "animate"
|
| 462 |
} for i in range(len(storm.time))
|
| 463 |
]
|
|
@@ -471,8 +453,6 @@ def generate_improved_animation(year, typhoon, standard):
|
|
| 471 |
x=0.01,
|
| 472 |
bgcolor="rgba(255, 255, 255, 0.8)"
|
| 473 |
),
|
| 474 |
-
# Ensure animation starts automatically
|
| 475 |
-
autosize=True
|
| 476 |
)
|
| 477 |
|
| 478 |
return fig
|
|
@@ -691,8 +671,9 @@ with gr.Blocks(title="Typhoon Analysis Dashboard") as demo:
|
|
| 691 |
1. Select a year and typhoon from the dropdowns
|
| 692 |
2. Choose a classification standard (Atlantic or Taiwan)
|
| 693 |
3. Click "Generate Animation"
|
| 694 |
-
4. Use the "Play" button to
|
| 695 |
-
5.
|
|
|
|
| 696 |
""")
|
| 697 |
|
| 698 |
def update_typhoon_options(year):
|
|
|
|
| 293 |
|
| 294 |
return tracks_fig, wind_scatter, pressure_scatter, regression_fig, slopes_text
|
| 295 |
|
| 296 |
+
# Path animation function with moving track
|
| 297 |
def categorize_typhoon_by_standard(wind_speed, standard):
|
| 298 |
if standard == 'taiwan':
|
| 299 |
wind_speed_ms = wind_speed * 0.514444
|
|
|
|
| 326 |
typhoon_id = typhoon.split('(')[-1].strip(')')
|
| 327 |
storm = ibtracs.get_storm(typhoon_id)
|
| 328 |
|
| 329 |
+
# Create animation frames with growing track
|
| 330 |
frames = []
|
| 331 |
for i in range(len(storm.time)):
|
| 332 |
category, color = categorize_typhoon_by_standard(storm.vmax[i], standard)
|
| 333 |
frame_data = [
|
| 334 |
go.Scattergeo(
|
| 335 |
+
lon=storm.lon[:i+1], # Only include points up to current time
|
| 336 |
+
lat=storm.lat[:i+1],
|
| 337 |
+
mode='lines+markers',
|
| 338 |
line=dict(width=2, color='blue'),
|
| 339 |
+
marker=dict(size=8, color=color),
|
| 340 |
+
name=f"{storm.name} at {storm.time[i].strftime('%Y-%m-%d %H:%M')}",
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 341 |
text=[f"Time: {storm.time[i].strftime('%Y-%m-%d %H:%M')}<br>Wind: {storm.vmax[i]:.1f} kt<br>Category: {category}"],
|
| 342 |
hoverinfo="text"
|
| 343 |
)
|
| 344 |
]
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 345 |
frames.append(go.Frame(data=frame_data, name=str(i)))
|
| 346 |
|
| 347 |
+
# Initial figure with just the starting point
|
| 348 |
+
category, color = categorize_typhoon_by_standard(storm.vmax[0], standard)
|
| 349 |
fig = go.Figure(
|
| 350 |
data=[
|
| 351 |
go.Scattergeo(
|
| 352 |
lon=[storm.lon[0]],
|
| 353 |
lat=[storm.lat[0]],
|
| 354 |
+
mode='markers',
|
| 355 |
+
marker=dict(size=12, color=color),
|
| 356 |
name="Start",
|
| 357 |
+
text=[f"Start: {storm.time[0].strftime('%Y-%m-%d %H:%M')}<br>Wind: {storm.vmax[0]:.1f} kt<br>Category: {category}"],
|
| 358 |
hoverinfo="text"
|
| 359 |
)
|
| 360 |
],
|
|
|
|
| 379 |
|
| 380 |
# Update layout with animation controls
|
| 381 |
fig.update_layout(
|
| 382 |
+
title=f"{year} {storm.name} Typhoon Path Animation",
|
| 383 |
geo=dict(
|
| 384 |
projection_type='natural earth',
|
| 385 |
showland=True,
|
|
|
|
| 397 |
{
|
| 398 |
"args": [None, {"frame": {"duration": 200, "redraw": True},
|
| 399 |
"fromcurrent": True,
|
| 400 |
+
"transition": {"duration": 0, "easing": "linear"},
|
| 401 |
"mode": "immediate"}],
|
| 402 |
"label": "Play",
|
| 403 |
"method": "animate"
|
|
|
|
| 429 |
"visible": True,
|
| 430 |
"xanchor": "right"
|
| 431 |
},
|
| 432 |
+
"transition": {"duration": 0, "easing": "linear"},
|
| 433 |
"pad": {"b": 10, "t": 50},
|
| 434 |
"len": 0.9,
|
| 435 |
"x": 0.1,
|
|
|
|
| 439 |
"args": [[str(i)], {"frame": {"duration": 200, "redraw": True},
|
| 440 |
"mode": "immediate",
|
| 441 |
"transition": {"duration": 0}}],
|
| 442 |
+
"label": storm.time[i].strftime('%m/%d %H:%M'),
|
| 443 |
"method": "animate"
|
| 444 |
} for i in range(len(storm.time))
|
| 445 |
]
|
|
|
|
| 453 |
x=0.01,
|
| 454 |
bgcolor="rgba(255, 255, 255, 0.8)"
|
| 455 |
),
|
|
|
|
|
|
|
| 456 |
)
|
| 457 |
|
| 458 |
return fig
|
|
|
|
| 671 |
1. Select a year and typhoon from the dropdowns
|
| 672 |
2. Choose a classification standard (Atlantic or Taiwan)
|
| 673 |
3. Click "Generate Animation"
|
| 674 |
+
4. Use the "Play" button to watch the typhoon track grow over time
|
| 675 |
+
5. Use the slider to manually navigate through the typhoon's path
|
| 676 |
+
6. The blue line represents the growing track, with markers colored by intensity
|
| 677 |
""")
|
| 678 |
|
| 679 |
def update_typhoon_options(year):
|