diff --git a/sea-surface-temps.py b/sea-surface-temps.py index 7f66b3c..69110a7 100644 --- a/sea-surface-temps.py +++ b/sea-surface-temps.py @@ -159,19 +159,15 @@ async def get_temp_for_date(year, mo, day, dataset_name, session, semaphore, loc async with lock: temps_cache[cache_key] = t save_cache() - print(f"Average {dataset_name} {year}-{mo}-{day}: {t:.4f}°C") + # print(f"Average {dataset_name} {year}-{mo}-{day}: {t:.4f}°C") return (year, mo, day, t) def plot_globe_dataset(data, hdf, vmin, vmax, cmap, title): # Set up the map projection and figure # 'mollweide' is good - fig, ax = plt.subplots(subplot_kw={'projection': 'mollweide'}) + fig, ax = plt.subplots(figsize=(10, 7), subplot_kw={'projection': 'mollweide'}) - # Set extent (optional, to zoom into a specific area) - # ax.set_extent([-180, 180, -60, 60], crs=proj) - - # Add coastlines for reference - # ax.coastlines() + ax.grid(visible=True) lat_1d = hdf['lat'][:] # -90 to 90 lon_1d = hdf['lon'][:] # 0 to 360 @@ -189,7 +185,8 @@ def plot_globe_dataset(data, hdf, vmin, vmax, cmap, title): plt.colorbar(c, orientation='horizontal', pad=0.05) plt.title(title) - plt.suptitle(f'Created at {datetime.datetime.now()}', fontsize=5, y=0.97) + plt.suptitle(f'Created at {datetime.datetime.now()}\nCopyright {datetime.date.today().year} Gary Oberbrunner', + fontsize=7, y=0.97) return plt async def process_date(args): @@ -238,7 +235,7 @@ async def process_date(args): def create_multilevel_dict_with_ints(): from collections import defaultdict - def nested_dict(n, default_type=int): + def nested_dict(n, default_type=float): if n == 1: return defaultdict(default_type) else: @@ -254,7 +251,7 @@ async def get_data(dataset_name, session, semaphore, lock): end_year = datetime.date.today().year tasks = [] - # Get all the data + # Get all the data, into a 3-level dict: results[year][month][day] = val for year in range(start_year, end_year + 1): for mo in range(1, 13): # 12 months in a year num_days = calendar.monthrange(year, mo)[1] @@ -275,15 +272,34 @@ async def get_data(dataset_name, session, semaphore, lock): year_cmap = LinearSegmentedColormap.from_list("year_cmap", ["lightgray", "darkblue"]) + # Convert day of year (0-based) to date + def year_day_to_date(year, day): + start_date = datetime.date(year, 1, 1) + return start_date + datetime.timedelta(days=day) # when day=0, it's Jan 1st + + # Convert year, month, day to 0-based day number + def ymd_to_year_day(year, mo, day): + return datetime.date(year, mo, day).timetuple().tm_yday - 1 + def plot_fig(temps, title): fig, ax = plt.subplots(figsize=(10, 6)) years = np.array(sorted(list(temps.keys()))) + record = [-10000, (0, 0, 0)] # value, then year, month, day for year in years: - data = temps[year] - data = [x for x in data if not np.isnan(x)] + y = [] + x = [] + for month in np.array(sorted(list(temps[year].keys()))): + for day in np.array(sorted(list(temps[year][month].keys()))): + val = temps[year][month][day] + if not np.isnan(val): + if val > record[0]: + record[0] = val + record[1] = (year, month, day) + x.append(ymd_to_year_day(year, month, day)) + y.append(val) cmap_index = (year - years[0]) / (years[-1] - years[0]) - linewidth = 1 + linewidth = 0.5 color = year_cmap(cmap_index) if year == years[-1]: color = "red" @@ -297,14 +313,30 @@ def plot_fig(temps, title): label = f'{year}' else: label = None - ax.plot(data, label=label, color=color, linewidth=linewidth) + ax.plot(x, y, label=label, color=color, linewidth=linewidth) if year == years[-1]: # mark last point - plt.text(len(data), data[-1], f'{data[-1]:.2f}', - verticalalignment='bottom', horizontalalignment='left') - plt.plot(len(data), data[-1], marker='.', markersize=5, color='black') + last_date = year_day_to_date(year, x[-1]) + last_color = "blue" + ax.annotate(f'{last_date}\n{y[-1]:.2f}°C', + xy=(x[-1], y[-1]), + xytext=(3, 0), textcoords='offset points', + verticalalignment='top', horizontalalignment='left', + color=last_color) + ax.plot(x[-1], y[-1], marker='.', markersize=5, color=last_color) + if record[0] > -10000: + record_val = record[0] + record_x = ymd_to_year_day(*record[1]) + ax.axhline(y=record_val, color="gray", linewidth=0.5, linestyle="dashed") + ax.plot(record_x, record_val, marker='.', + markersize=5, color='black') + ax.annotate(f'record: {datetime.date(*record[1])}={record_val:.3f}', + xy=(record_x, record_val), + xytext=(0, 2), textcoords='offset points', + fontsize=6) plt.title(title) - plt.suptitle(f'Years: {years[0]}-{years[-1]}. Created {datetime.datetime.now()}', fontsize=5, y=0.97) + plt.suptitle(f'Years: {years[0]}-{years[-1]}. Created {datetime.datetime.now()}\nCopyright {datetime.date.today().year} Gary Oberbrunner', + fontsize=7, y=0.97) plt.legend(loc='lower right') plt.xticks([]) plt.grid(axis='y') @@ -327,17 +359,9 @@ def plot_fig(temps, title): async with aiohttp.ClientSession() as session: temp_data_by_date = await get_data(type, session, semaphore, lock) - # postprocess into what the plot needs (by year, then day of year) - temp_data = {} - for year in sorted(list(temp_data_by_date.keys())): - temp_data[year] = [] - for month in sorted(list(temp_data_by_date[year].keys())): - for day in sorted(list(temp_data_by_date[year][month].keys())): - temp_data[year].append(temp_data_by_date[year][month][day]) - - plot_fig(temp_data, - "Sea Surface Temp anomalies (°C) by year, vs. 1971-2000 mean" if type == 'anom' - else "Sea Surface Temps by year") + plot_fig(temp_data_by_date, + "Global Sea Surface Temp anomalies (°C) by year, vs. 1971-2000 mean" if type == 'anom' + else "Global Sea Surface Temps (°C) by year") def main(argv=None): diff --git a/sst-data-cache.json b/sst-data-cache.json index 8b7eabd..df31048 100644 --- a/sst-data-cache.json +++ b/sst-data-cache.json @@ -1 +1 @@ -{"2020-01-01-sst": 17.17765595985935, "2020-01-02-sst": 17.18468063586384, "2020-01-03-sst": 17.191452961059845, "2020-01-04-sst": 17.198226605656842, "2020-01-05-sst": 17.20647616488376, "2020-01-06-sst": 17.210602135366337, "2020-01-07-sst": 17.21105753078124, "2020-01-08-sst": 17.215949450649358, "2020-01-09-sst": 17.21640875012107, "2020-01-10-sst": 17.214643943692042, "2020-01-11-sst": 17.220586519888414, "2020-01-12-sst": 17.220625687101087, "2020-01-13-sst": 17.217204305327872, "2020-01-14-sst": 17.228533061201887, "2020-01-15-sst": 17.242846377350503, "2020-01-16-sst": 17.247698345815877, "2020-01-17-sst": 17.25245548080728, "2020-01-18-sst": 17.254642172277382, "2020-01-19-sst": 17.265004819672974, "2020-01-20-sst": 17.278045168456128, "2020-01-21-sst": 17.28892506079256, "2020-01-22-sst": 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