From cedb4cc33ffac0601d7ca075363c5c6a76b801d0 Mon Sep 17 00:00:00 2001 From: marek395 Date: Wed, 21 May 2025 12:49:19 +0200 Subject: [PATCH] fetch_script --- Fetching/Geliosphere_K0_phi_table.csv | 521 ++++++++++++++ Fetching/Pipfile | 12 + Fetching/fetch_script.py | 196 ++++++ Fetching/fetch_script_log.txt | 12 + Fetching/table_data/table_data_flow_speed.csv | 11 + Fetching/table_data/table_data_phi.csv | 75 ++ Fetching/table_data/table_data_tilt_angle.csv | 653 ++++++++++++++++++ 7 files changed, 1480 insertions(+) create mode 100644 Fetching/Geliosphere_K0_phi_table.csv create mode 100644 Fetching/Pipfile create mode 100644 Fetching/fetch_script.py create mode 100644 Fetching/fetch_script_log.txt create mode 100644 Fetching/table_data/table_data_flow_speed.csv create mode 100644 Fetching/table_data/table_data_phi.csv create mode 100644 Fetching/table_data/table_data_tilt_angle.csv diff --git a/Fetching/Geliosphere_K0_phi_table.csv b/Fetching/Geliosphere_K0_phi_table.csv new file 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"*" +urllib3 = "*" + +[requires] +python_version = "3.8" diff --git a/Fetching/fetch_script.py b/Fetching/fetch_script.py new file mode 100644 index 0000000..c9f18c9 --- /dev/null +++ b/Fetching/fetch_script.py @@ -0,0 +1,196 @@ +# @file fetch_script.py +# @author: Marek Hamracek +# +# +# SETTING UP CRON +# +# crontab -e +# 0 10 1 * * /path/to/python3 /path/to/fetch_script.py #First day of any month at 10 AM +# #Replace /path/to/ +# +# +# + +import requests +import pandas as pd +import urllib3 +import datetime +import argparse + +# Disable the InsecureRequestWarning - http://wso.stanford.edu/Tilts.html site does not have a certificate +urllib3.disable_warnings(urllib3.exceptions.InsecureRequestWarning) + +url_flow_speed = "https://omniweb.gsfc.nasa.gov/cgi/nx1.cgi" +url_phi = "https://cosmicrays.oulu.fi/phi/Phi_Table_2017.txt" +url_tilt_angle = "http://wso.stanford.edu/Tilts.html" + +# Define the payload for OMNIWEB form request +payload = { + "activity": "retrieve", + "res": "daily", + "spacecraft": "omni2_daily", + "start_date": "20250101", + "end_date": "20250110", + "vars": "24", +} + +def connect_to_url(url, method='get', data=None, verify_ssl=True): + """Connect to a URL and handle exceptions.""" + try: + if method == 'get': + response = requests.get(url, verify=verify_ssl) + elif method == 'post': + response = requests.post(url, data=data) + response.raise_for_status() + print(f"{url} connected successfully.") + return response + except requests.exceptions.RequestException as e: + print(f"Error connecting to {url}: {e}") + return None + +def parse_to_csv(html_content: str, table_start: str, table_end: str, header_start: str, output_file_path: str): + """Parse HTML content and save to CSV.""" + + try: + text_data = html_content.replace("\x00", "") + start_index, end_index = None, None + header = None + lines = text_data.splitlines() + + for i, line in enumerate(lines): + if header_start in line: + header = line.split() + + if table_end in line and start_index is not None: + end_index = i + break + elif table_start in line: + start_index = i + + if start_index is None or end_index is None: + raise ValueError("Table boundaries not found.\n\n") + + if header is None: + print("Warning: No header found, generating default header.") + + table_string = "\n".join(lines[start_index + 1:end_index]) + rows = table_string.split("\n") + data = [row.split() for row in rows] + + df = pd.DataFrame(data, columns=header) + df.to_csv(output_file_path, index=False) + print("Table data were saved to:", output_file_path) + + with open(args.log_file, "a") as log_file: + log_file.write("\nThe most up-to-date entry from " + output_file_path + ":\n" + str(df.tail(1))) + + return df.tail(1) + + except ValueError as e: + print(f"Value Error: {e}") + except Exception as e: + print(f"An unspecified error occurred: {e}") + +def compute_new_entry(last_entry_flow_speed, last_entry_phi, last_entry_tilt_angle): + """Compute and append a new entry to an existing CSV.""" + + filepath = args.csv_file + + try: + df = pd.read_csv(filepath) + + # Date format conversion + date = pd.to_datetime(last_entry_tilt_angle['Start'], format='%Y:%m:%d') + + carrington_rotation = last_entry_tilt_angle.iloc[0]['Rot'] + year_week = round(date.dt.year.iloc[0] + date.dt.day_of_year.iloc[0] / 365, 7) + modulation_potentional = last_entry_phi.iloc[0].dropna().iloc[-1] # Last non-NaN value #Geliosphere has some calcs that are yet to be considered + tilt_angle = last_entry_tilt_angle.iloc[0]['R_av'] + year = date.dt.year.iloc[0] + month = date.dt.month.iloc[0] + day = date.dt.day.iloc[0] + + # Polarity calculation based on a 11-year sun cycle + reference_year = 2012 + years_since_ref = year - reference_year + if (years_since_ref // 11) % 2 == 0: + polarity = 1 + else: + polarity = -1 + + if (args.E): + # 2D Solarprop-like Models + if polarity == -1: + k0_au2_s = (137/int(modulation_potentional)) - 0.061 + elif polarity == 1: + k0_au2_s = 0.07 * (137/int(modulation_potentional)) - 0.061 + + else: + # 1D Models + k0_au2_s = (float(last_entry_flow_speed.iloc[0]['1']) * 6.68459e-9) * (99 / (3 * int(modulation_potentional))) + + + + new_row = pd.DataFrame({ + 'carrington_rotation': [carrington_rotation], + 'year_week': [year_week], + 'modulation_potentional': [modulation_potentional], + 'k0_au2/s': [k0_au2_s], + 'tilt_angle': [tilt_angle], + 'year': [year], + 'month': [month], + 'day': [day], + 'polarity': [polarity] + }) + + df = pd.concat([df, new_row], ignore_index=True) + + print("\n Last entries: file: ",filepath," \n---------------------------------------------------") + print(df.tail(5),"\n") + df.to_csv(filepath, index=False) + + except ValueError as e: + print(f"Value Error: {e}") + except Exception as e: + print(f"An error occurred when computing new entry: {e}") + +def log_start(): + """Log the start of the script.""" + + with open(args.log_file, "w") as log_file: + log_file.write(f"\nScript started successfully at {datetime.datetime.now().strftime('%Y-%m-%d %H:%M:%S')}\n") + +def main(): + """Main function to orchestrate the script.""" + + print("\n") + print(f"Script started successfully at {datetime.datetime.now().strftime('%Y-%m-%d %H:%M:%S')}") + print("\n") + + log_start() + + response_flow_speed = connect_to_url(url_flow_speed, method='post', data=payload) + response_phi = connect_to_url(url_phi, verify_ssl=False) + response_tilt_angle = connect_to_url(url_tilt_angle) + + if response_flow_speed and response_phi and response_tilt_angle: + last_entry_flow_speed = parse_to_csv(response_flow_speed.text, "YEAR DOY", "", "YEAR DOY", "table_data/table_data_flow_speed.csv") + last_entry_phi = parse_to_csv(response_phi.text, "+++", "+++", "Year Jan", "table_data/table_data_phi.csv") + last_entry_tilt_angle = parse_to_csv(response_tilt_angle.text, "Carr Rot", "", "Carr Rot", "table_data/table_data_tilt_angle.csv") + compute_new_entry(last_entry_flow_speed, last_entry_phi, last_entry_tilt_angle) + + print(args.csv_file, "has been updated successfully") + + print(args.log_file ," has been updated successfully\n") + +if __name__ == "__main__": + # Set up argument parser + parser = argparse.ArgumentParser(description="Fetch and process data.") + parser.add_argument('--csv_file', type=str, default='Geliosphere_K0_phi_table.csv', help="Path to the output CSV file") + parser.add_argument('--log_file', type=str, default='fetch_script_log.txt', help="Path to the output log file") + + parser.add_argument('--E', action='store_true', help="Enable fetching data for 2D backward-in-time models") + + args = parser.parse_args() + + main() \ No newline at end of file diff --git a/Fetching/fetch_script_log.txt b/Fetching/fetch_script_log.txt new file mode 100644 index 0000000..10be674 --- /dev/null +++ b/Fetching/fetch_script_log.txt @@ -0,0 +1,12 @@ + +Script started successfully at 2025-04-27 19:08:45 + +The most up-to-date entry from table_data/table_data_flow_speed.csv: + YEAR DOY HR 1 +9 2025 10 0 419. +The most up-to-date entry from table_data/table_data_phi.csv: + Year Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec Annual +73 2024 764 770 766 759 812 766 728 788 849 906 894 881 807 +The most up-to-date entry from table_data/table_data_tilt_angle.csv: + Carr Rot Start Date R_av R_n R_s L_av L_n L_s +651 CR 2293 2025:01:06 19h 61.2 53.1 -69.2 74.1 74.3 -74.0 \ No newline at end of file diff --git a/Fetching/table_data/table_data_flow_speed.csv b/Fetching/table_data/table_data_flow_speed.csv new file mode 100644 index 0000000..e25c51e --- /dev/null +++ b/Fetching/table_data/table_data_flow_speed.csv @@ -0,0 +1,11 @@ +YEAR,DOY,HR,1 +2025,1,0,504. +2025,2,0,509. +2025,3,0,436. +2025,4,0,536. +2025,5,0,592. +2025,6,0,541. +2025,7,0,535. +2025,8,0,450. +2025,9,0,379. +2025,10,0,419. diff --git a/Fetching/table_data/table_data_phi.csv b/Fetching/table_data/table_data_phi.csv new file mode 100644 index 0000000..e813e4d --- /dev/null +++ b/Fetching/table_data/table_data_phi.csv @@ -0,0 +1,75 @@ +Year,Jan,Feb,Mar,Apr,May,Jun,Jul,Aug,Sep,Oct,Nov,Dec,Annual +1951,N/A,661,651,642,601,571,600,623,580,574,588,573,606 +1952,599,609,622,595,557,540,528,529,521,558,541,553,563 +1953,575,563,569,565,564,553,561,556,553,543,545,533,557 +1954,527,515,497,504,499,501,495,480,485,487,495,504,499 +1955,539,505,503,503,496,500,500,508,496,516,513,549,511 +1956,580,606,656,613,637,627,602,607,632,580,663,775,632 +1957,856,863,840,914,872,902,933,893,1015,970,986,1046,924 +1958,1040,1021,1078,1061,978,937,1010,954,939,936,922,959,986 +1959,932,966,900,862,925,880,1071,1038,992,909,896,916,941 +1960,962,932,888,947,945,906,905,854,856,856,892,850,899 +1961,789,770,771,775,746,750,856,784,753,729,683,700,759 +1962,704,715,705,720,689,682,675,675,696,701,677,686,694 +1963,644,627,629,611,634,610,606,615,641,619,608,591,620 +1964,577,579,562,553,538,531,534,529,521,518,516,499,538 +1965,497,495,484,472,466,498,515,517,511,499,484,485,494 +1966,501,503,525,534,517,551,571,575,673,614,591,616,564 +1967,633,647,614,623,659,675,656,683,674,663,691,694,659 +1968,680,688,693,684,708,752,746,732,758,801,883,854,748 +1969,761,756,771,788,864,897,861,812,784,774,770,772,801 +1970,768,740,746,791,783,849,848,801,754,736,776,704,775 +1971,691,652,644,644,627,579,574,559,557,535,538,550,596 +1972,545,542,509,499,516,565,533,649,542,529,554,532,543 +1973,525,528,548,603,639,582,559,546,513,516,508,505,548 +1974,514,500,527,535,580,603,648,605,635,629,614,566,580 +1975,560,535,527,517,511,501,506,523,516,520,545,524,524 +1976,531,521,522,540,520,508,501,500,492,495,494,499,510 +1977,506,503,492,499,498,510,546,540,541,515,504,503,513 +1978,547,560,568,613,667,623,619,560,555,603,583,583,590 +1979,622,638,664,720,696,757,757,821,799,748,749,701,723 +1980,717,727,692,735,734,813,817,803,793,853,905,906,791 +1981,833,878,888,919,955,869,860,858,816,911,894,827,876 +1982,773,877,784,765,735,880,1012,1008,1082,1008,973,1029,911 +1983,936,876,816,807,890,834,776,777,748,743,733,731,806 +1984,710,722,763,791,859,807,784,747,731,730,739,725,759 +1985,709,665,654,637,629,596,606,606,575,571,554,561,614 +1986,564,627,578,524,515,511,508,507,503,488,524,491,528 +1987,466,446,447,451,470,507,527,551,571,571,597,594,517 +1988,665,640,627,642,636,646,691,703,694,712,723,796,681 +1989,828,832,980,956,1014,1000,912,952,986,1055,1126,1078,977 +1990,1018,1000,1034,1103,1123,1125,1036,1059,999,941,890,889,1018 +1991,826,814,1018,990,972,1360,1334,1133,990,953,943,895,1019 +1992,889,923,852,769,797,734,693,696,713,671,688,646,756 +1993,658,662,695,651,635,620,612,612,596,591,593,595,627 +1994,596,635,625,631,612,610,594,574,556,564,563,570,594 +1995,553,542,560,549,542,544,541,535,530,533,530,526,540 +1996,522,505,505,499,505,505,506,509,514,522,525,517,511 +1997,506,497,494,498,495,496,499,489,496,507,518,510,500 +1998,505,500,498,559,606,583,554,589,558,536,552,576,551 +1999,618,623,609,593,601,584,568,632,687,719,735,757,644 +2000,728,759,795,788,846,899,958,908,868,811,889,859,842 +2001,820,761,723,866,789,769,757,809,804,844,798,775,793 +2002,851,767,798,804,801,785,830,889,841,820,870,849,825 +2003,822,821,808,833,844,903,853,834,800,844,1026,840,852 +2004,852,766,715,691,664,663,700,685,660,601,667,651,693 +2005,757,675,656,634,692,647,663,686,755,629,603,603,667 +2006,582,552,522,519,506,508,521,519,514,496,500,546,524 +2007,492,498,484,463,459,456,459,463,453,455,462,453,466 +2008,462,465,462,464,465,463,457,445,437,437,429,426,451 +2009,421,414,407,398,389,393,393,396,389,390,397,390,398 +2010,398,436,448,475,462,471,478,489,483,483,496,499,468 +2011,488,486,513,568,534,599,576,568,568,590,549,516,546 +2012,542,574,644,557,555,590,662,649,610,610,601,587,598 +2013,571,565,595,590,667,675,656,644,630,598,610,635,620 +2014,630,670,650,639,620,658,640,607,640,636,648,703,645 +2015,674,672,709,684,654,664,628,622,623,612,603,590,645 +2016,554,526,531,529,524,525,537,519,518,497,482,483,519 +2017,465,458,451,466,460,453,477,505,522,493,466,460,473 +2018,459,451,448,442,446,431,433,433,429,425,430,434,439 +2019,434,438,421,421,444,426,426,429,419,414,418,417,426 +2020,410,398,402,391,399,408,411,412,413,416,416,431,409 +2021,435,464,430,419,422,428,438,428,432,432,453,443,436 +2022,449,472,474,482,514,551,579,607,583,563,566,622,539 +2023,634,686,694,662,676,680,712,749,758,720,760,775,709 +2024,764,770,766,759,812,766,728,788,849,906,894,881,807 diff --git a/Fetching/table_data/table_data_tilt_angle.csv b/Fetching/table_data/table_data_tilt_angle.csv new file mode 100644 index 0000000..3d1c77b --- /dev/null +++ b/Fetching/table_data/table_data_tilt_angle.csv @@ -0,0 +1,653 @@ +Carr,Rot,Start,Date,R_av,R_n,R_s,L_av,L_n,L_s +CR,1642,1976:05:27,15h,6.8,4.7,-9.0,14.5,13.6,-15.5 +CR,1643,1976:06:23,21h,6.2,4.5,-7.8,15.3,15.7,-14.8 +CR,1644,1976:07:21,04h,6.8,8.2,-5.5,20.0,26.6,-13.5 +CR,1645,1976:08:17,11h,4.0,4.1,-4.0,13.2,12.2,-14.2 +CR,1646,1976:09:13,17h,6.7,8.7,-4.7,14.8,14.7,-15.0 +CR,1647,1976:10:11,00h,7.9,7.4,-8.4,16.1,14.1,-18.1 +CR,1648,1976:11:07,06h,7.1,5.8,-8.5,13.7,12.8,-14.6 +CR,1649,1976:12:04,13h,7.4,7.0,-7.9,17.0,19.0,-15.1 +CR,1650,1976:12:31,20h,6.6,4.3,-8.8,17.3,15.3,-19.2 +CR,1651,1977:01:28,02h,7.7,2.5,-12.9,17.6,16.9,-18.3 +CR,1652,1977:02:24,09h,4.4,0.2,-8.5,15.3,14.9,-15.6 +CR,1653,1977:03:23,15h,8.6,4.3,-13.0,23.3,17.7,-29.0 +CR,1654,1977:04:19,22h,13.7,12.0,-15.4,28.3,25.4,-31.2 +CR,1655,1977:05:17,05h,14.0,12.5,-15.5,32.9,30.6,-35.3 +CR,1656,1977:06:13,11h,15.5,13.6,-17.3,32.9,27.8,-38.0 +CR,1657,1977:07:10,18h,11.8,11.5,-12.2,25.4,20.6,-30.1 +CR,1658,1977:08:07,00h,10.0,9.8,-10.1,19.4,14.4,-24.4 +CR,1659,1977:09:03,07h,12.5,10.4,-14.7,23.0,19.7,-26.2 +CR,1660,1977:09:30,14h,12.3,9.3,-15.2,21.8,14.6,-28.9 +CR,1661,1977:10:27,20h,12.4,9.8,-15.1,29.1,29.0,-29.2 +CR,1662,1977:11:24,03h,16.3,9.5,-23.1,36.8,31.9,-41.6 +CR,1663,1977:12:21,10h,15.7,14.5,-16.9,34.2,39.5,-29.0 +CR,1664,1978:01:17,16h,26.7,25.6,-27.9,53.2,54.4,-52.0 +CR,1665,1978:02:13,23h,36.1,38.9,-33.2,56.5,58.9,-54.1 +CR,1666,1978:03:13,05h,32.7,37.5,-28.0,54.1,58.2,-50.1 +CR,1667,1978:04:09,12h,26.5,25.8,-27.2,48.1,49.1,-47.2 +CR,1668,1978:05:06,19h,30.4,32.3,-28.4,51.1,52.9,-49.3 +CR,1669,1978:06:03,01h,24.5,29.5,-19.4,44.4,49.3,-39.4 +CR,1670,1978:06:30,08h,27.1,36.2,-18.0,46.0,54.8,-37.1 +CR,1671,1978:07:27,14h,26.4,30.6,-22.2,44.2,52.6,-35.8 +CR,1672,1978:08:23,21h,34.1,51.6,-16.5,62.9,74.1,-51.6 +CR,1673,1978:09:20,04h,51.3,52.4,-50.3,69.6,74.8,-64.3 +CR,1674,1978:10:17,10h,46.5,41.6,-51.3,63.7,61.6,-65.7 +CR,1675,1978:11:13,17h,43.9,42.3,-45.4,61.3,61.3,-61.3 +CR,1676,1978:12:10,23h,45.3,45.8,-44.7,65.8,66.0,-65.7 +CR,1677,1979:01:07,06h,47.5,47.8,-47.2,66.4,66.6,-66.3 +CR,1678,1979:02:03,13h,59.2,60.5,-58.0,74.4,73.8,-75.0 +CR,1679,1979:03:02,19h,55.2,47.9,-62.6,70.7,67.0,-74.5 +CR,1680,1979:03:30,02h,65.4,60.8,-69.9,74.8,75.1,-74.4 +CR,1681,1979:04:26,08h,67.6,61.9,-73.4,73.7,74.0,-73.3 +CR,1682,1979:05:23,15h,62.5,64.7,-60.3,75.0,75.1,-75.0 +CR,1683,1979:06:19,22h,66.3,75.1,-57.5,74.2,74.7,-73.7 +CR,1684,1979:07:17,04h,71.5,74.7,-68.4,74.4,73.8,-75.0 +CR,1685,1979:08:13,11h,62.0,71.3,-52.7,74.0,74.8,-73.2 +CR,1686,1979:09:09,17h,70.6,73.5,-67.8,72.4,70.8,-74.0 +CR,1687,1979:10:07,00h,73.8,74.1,-73.4,74.5,74.0,-74.9 +CR,1688,1979:11:03,07h,70.9,75.1,-66.6,67.3,59.5,-75.1 +CR,1689,1979:11:30,13h,69.1,73.2,-65.0,70.5,74.8,-66.3 +CR,1690,1979:12:27,20h,72.0,75.0,-68.9,74.5,74.0,-75.0 +CR,1691,1980:01:24,03h,65.1,72.3,-58.0,73.5,73.5,-73.4 +CR,1692,1980:02:20,09h,69.8,64.6,-75.1,74.9,74.9,-74.8 +CR,1693,1980:03:18,16h,64.8,56.9,-72.7,74.1,73.6,-74.6 +CR,1694,1980:04:14,22h,50.4,50.9,-49.9,71.4,68.2,-74.6 +CR,1695,1980:05:12,05h,41.0,37.4,-44.5,58.6,56.2,-60.9 +CR,1696,1980:06:08,12h,31.2,33.1,-29.2,50.7,53.6,-47.8 +CR,1697,1980:07:05,18h,44.0,41.2,-46.9,58.1,57.6,-58.5 +CR,1698,1980:08:02,01h,48.5,50.1,-47.0,68.4,70.6,-66.1 +CR,1699,1980:08:29,07h,42.7,40.7,-44.6,64.1,67.2,-61.0 +CR,1700,1980:09:25,14h,44.2,38.9,-49.4,64.7,62.5,-66.9 +CR,1701,1980:10:22,21h,47.3,43.8,-50.8,67.2,65.2,-69.1 +CR,1702,1980:11:19,03h,47.3,43.8,-50.9,66.5,65.5,-67.6 +CR,1703,1980:12:16,10h,37.3,28.1,-46.6,55.7,49.7,-61.7 +CR,1704,1981:01:12,16h,40.0,31.5,-48.5,60.3,54.2,-66.5 +CR,1705,1981:02:08,23h,50.0,51.5,-48.4,62.1,60.6,-63.6 +CR,1706,1981:03:08,06h,49.7,58.0,-41.5,58.4,60.5,-56.4 +CR,1707,1981:04:04,12h,54.6,64.5,-44.7,65.4,71.8,-59.0 +CR,1708,1981:05:01,19h,47.6,53.5,-41.7,63.1,67.3,-59.0 +CR,1709,1981:05:29,01h,42.2,50.8,-33.7,60.9,66.2,-55.5 +CR,1710,1981:06:25,08h,44.4,43.7,-45.1,68.1,64.6,-71.7 +CR,1711,1981:07:22,15h,36.9,43.6,-30.2,58.6,64.4,-52.8 +CR,1712,1981:08:18,21h,31.1,25.5,-36.7,56.3,51.8,-60.8 +CR,1713,1981:09:15,04h,35.0,34.8,-35.2,55.6,51.5,-59.7 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+CR,2098,2010:06:16,03h,23.4,24.4,-22.3,27.9,31.7,-24.1 +CR,2099,2010:07:13,10h,32.6,34.6,-30.5,45.6,48.6,-42.7 +CR,2100,2010:08:09,16h,25.7,27.2,-24.1,41.2,44.4,-38.1 +CR,2101,2010:09:05,23h,33.0,31.0,-35.1,49.6,50.7,-48.5 +CR,2102,2010:10:03,06h,23.6,23.4,-23.9,43.5,47.1,-40.0 +CR,2103,2010:10:30,12h,21.4,16.9,-26.0,40.4,40.9,-40.0 +CR,2104,2010:11:26,19h,17.8,11.5,-24.1,48.8,54.5,-43.1 +CR,2105,2010:12:24,01h,36.4,43.2,-29.6,48.2,54.1,-42.3 +CR,2106,2011:01:20,08h,54.3,74.7,-33.8,53.6,61.4,-45.8 +CR,2107,2011:02:16,15h,54.9,71.8,-38.1,56.1,67.4,-44.7 +CR,2108,2011:03:15,21h,62.4,73.2,-51.6,65.2,70.9,-59.4 +CR,2109,2011:04:12,04h,64.1,74.4,-53.7,69.9,75.0,-64.8 +CR,2110,2011:05:09,11h,56.3,69.7,-42.8,63.7,70.5,-57.0 +CR,2111,2011:06:05,17h,45.2,51.1,-39.4,63.5,69.2,-57.8 +CR,2112,2011:07:03,00h,42.3,41.9,-42.7,64.5,65.4,-63.6 +CR,2113,2011:07:30,06h,47.8,50.0,-45.6,67.1,68.8,-65.4 +CR,2114,2011:08:26,13h,47.0,47.9,-46.0,66.7,69.1,-64.3 +CR,2115,2011:09:22,20h,57.2,59.9,-54.6,71.1,75.1,-67.1 +CR,2116,2011:10:20,02h,49.0,49.8,-48.3,69.6,73.9,-65.3 +CR,2117,2011:11:16,09h,55.8,68.6,-43.0,66.9,75.1,-58.7 +CR,2118,2011:12:13,15h,60.9,73.2,-48.6,68.8,72.2,-65.4 +CR,2119,2012:01:09,22h,60.7,72.6,-48.9,67.1,65.7,-68.5 +CR,2120,2012:02:06,05h,63.5,73.7,-53.2,70.0,74.1,-65.9 +CR,2121,2012:03:04,11h,58.2,74.6,-41.9,60.4,69.7,-51.2 +CR,2122,2012:03:31,18h,54.9,66.2,-43.7,58.0,64.2,-51.7 +CR,2123,2012:04:28,00h,55.9,63.5,-48.3,68.0,74.7,-61.2 +CR,2124,2012:05:25,07h,60.3,57.2,-63.4,74.3,73.7,-74.9 +CR,2125,2012:06:21,14h,68.3,70.5,-66.1,74.6,74.2,-75.1 +CR,2126,2012:07:18,20h,66.4,67.5,-65.2,73.9,74.5,-73.3 +CR,2127,2012:08:15,03h,64.8,63.5,-66.1,73.1,74.9,-71.2 +CR,2128,2012:09:11,09h,66.1,73.0,-59.3,71.6,74.9,-68.3 +CR,2129,2012:10:08,16h,70.4,68.3,-72.4,73.4,74.1,-72.7 +CR,2130,2012:11:04,23h,67.5,59.9,-75.0,71.5,68.6,-74.3 +CR,2131,2012:12:02,05h,68.7,63.4,-73.9,61.9,72.9,-50.9 +CR,2132,2012:12:29,12h,64.2,56.0,-72.4,73.1,72.4,-73.8 +CR,2133,2013:01:25,18h,70.3,69.9,-70.8,71.5,75.0,-68.0 +CR,2134,2013:02:22,01h,73.2,72.8,-73.6,64.8,69.2,-60.5 +CR,2135,2013:03:21,08h,69.2,64.9,-73.6,73.6,72.3,-74.8 +CR,2136,2013:04:17,14h,68.7,63.6,-73.7,70.1,65.5,-74.8 +CR,2137,2013:05:14,21h,67.9,74.9,-60.8,68.9,62.6,-75.1 +CR,2138,2013:06:11,03h,61.9,72.9,-50.9,71.7,69.3,-74.0 +CR,2139,2013:07:08,10h,67.7,70.0,-65.5,73.0,75.0,-70.9 +CR,2140,2013:08:04,17h,67.6,71.1,-64.2,68.3,69.8,-66.9 +CR,2141,2013:08:31,23h,59.6,63.2,-55.9,68.3,74.9,-61.7 +CR,2142,2013:09:28,06h,60.8,59.0,-62.5,70.4,74.5,-66.3 +CR,2143,2013:10:25,13h,57.6,57.7,-57.6,67.2,71.3,-63.0 +CR,2144,2013:11:21,19h,59.9,74.9,-44.9,66.9,73.8,-60.0 +CR,2145,2013:12:19,02h,63.1,74.3,-51.9,66.5,74.1,-58.9 +CR,2146,2014:01:15,08h,66.3,74.5,-58.0,64.4,72.6,-56.3 +CR,2147,2014:02:11,15h,70.5,74.7,-66.2,68.7,73.8,-63.5 +CR,2148,2014:03:10,22h,54.4,69.5,-39.4,60.5,75.0,-45.9 +CR,2149,2014:04:07,04h,48.9,51.2,-46.5,62.7,74.3,-51.1 +CR,2150,2014:05:04,11h,28.9,18.5,-39.4,56.7,65.3,-48.1 +CR,2151,2014:05:31,17h,25.4,17.2,-33.6,48.8,54.4,-43.2 +CR,2152,2014:06:28,00h,24.8,22.3,-27.3,48.1,58.5,-37.7 +CR,2153,2014:07:25,07h,40.2,31.9,-48.6,58.8,65.9,-51.8 +CR,2154,2014:08:21,13h,49.4,45.7,-53.1,60.0,62.2,-57.9 +CR,2155,2014:09:17,20h,65.5,71.0,-60.0,69.1,74.7,-63.6 +CR,2156,2014:10:15,02h,64.9,64.6,-65.1,72.5,74.3,-70.7 +CR,2157,2014:11:11,09h,41.8,27.6,-56.0,52.5,40.2,-64.8 +CR,2158,2014:12:08,16h,45.1,36.6,-53.7,53.8,45.8,-61.8 +CR,2159,2015:01:04,22h,41.5,31.7,-51.2,55.2,48.6,-61.8 +CR,2160,2015:02:01,05h,36.1,28.1,-44.0,50.6,45.6,-55.6 +CR,2161,2015:02:28,11h,31.9,26.5,-37.4,49.2,47.3,-51.1 +CR,2162,2015:03:27,18h,24.0,16.0,-32.0,44.6,44.4,-44.8 +CR,2163,2015:04:24,01h,27.9,25.3,-30.5,43.3,44.4,-42.2 +CR,2164,2015:05:21,07h,35.9,37.4,-34.5,51.4,58.5,-44.4 +CR,2165,2015:06:17,14h,37.2,45.4,-29.0,52.7,61.5,-43.9 +CR,2166,2015:07:14,20h,31.9,39.0,-24.8,47.4,56.7,-38.2 +CR,2167,2015:08:11,03h,33.7,41.9,-25.4,49.8,59.0,-40.6 +CR,2168,2015:09:07,10h,32.9,42.1,-23.7,48.7,59.2,-38.2 +CR,2169,2015:10:04,16h,32.1,40.1,-24.0,50.4,60.3,-40.5 +CR,2170,2015:10:31,23h,30.8,33.2,-28.3,51.4,58.0,-44.7 +CR,2171,2015:11:28,05h,29.3,30.8,-27.7,50.6,57.0,-44.1 +CR,2172,2015:12:25,12h,34.2,38.4,-29.9,50.3,56.2,-44.3 +CR,2173,2016:01:21,19h,31.7,31.0,-32.4,51.2,55.6,-46.8 +CR,2174,2016:02:18,01h,25.7,23.3,-28.0,47.5,50.9,-44.1 +CR,2175,2016:03:16,08h,28.9,30.4,-27.5,47.9,53.4,-42.3 +CR,2176,2016:04:12,15h,25.8,28.9,-22.6,43.5,51.1,-35.9 +CR,2177,2016:05:09,21h,28.1,32.6,-23.6,42.6,50.1,-35.2 +CR,2178,2016:06:06,04h,25.6,27.5,-23.8,42.5,48.4,-36.5 +CR,2179,2016:07:03,10h,22.0,19.2,-24.9,39.4,43.8,-35.0 +CR,2180,2016:07:30,17h,25.3,24.6,-26.1,40.5,44.4,-36.6 +CR,2181,2016:08:27,00h,26.1,25.8,-26.5,39.1,40.9,-37.4 +CR,2182,2016:09:23,06h,28.7,30.0,-27.3,41.8,42.9,-40.6 +CR,2183,2016:10:20,13h,27.0,26.4,-27.6,43.4,43.8,-43.0 +CR,2184,2016:11:16,19h,24.1,24.2,-24.0,41.7,41.7,-41.6 +CR,2185,2016:12:14,02h,19.6,16.5,-22.8,39.2,38.3,-40.1 +CR,2186,2017:01:10,09h,21.3,19.3,-23.3,40.6,39.2,-42.0 +CR,2187,2017:02:06,15h,16.4,16.2,-16.7,35.3,37.0,-33.6 +CR,2188,2017:03:05,22h,13.1,11.7,-14.4,31.0,31.5,-30.5 +CR,2189,2017:04:02,04h,11.7,11.1,-12.2,28.9,32.8,-25.0 +CR,2190,2017:04:29,11h,13.0,15.6,-10.4,31.4,37.8,-25.0 +CR,2191,2017:05:26,18h,13.9,17.0,-10.8,31.2,38.2,-24.2 +CR,2192,2017:06:23,00h,18.5,23.7,-13.4,32.0,41.4,-22.7 +CR,2193,2017:07:20,07h,15.1,17.9,-12.3,27.3,36.2,-18.4 +CR,2194,2017:08:16,13h,9.7,9.3,-10.1,20.4,26.1,-14.7 +CR,2195,2017:09:12,20h,17.3,23.3,-11.3,28.5,38.8,-18.2 +CR,2196,2017:10:10,03h,16.4,21.7,-11.1,30.6,40.6,-20.6 +CR,2197,2017:11:06,09h,15.0,19.2,-10.9,29.2,38.0,-20.4 +CR,2198,2017:12:03,16h,14.0,17.0,-11.0,29.1,39.0,-19.3 +CR,2199,2017:12:30,22h,10.8,11.6,-10.0,25.6,36.5,-14.8 +CR,2200,2018:01:27,05h,10.3,9.3,-11.3,26.7,35.4,-18.0 +CR,2201,2018:02:23,12h,9.5,10.1,-8.9,24.1,34.7,-13.6 +CR,2202,2018:03:22,18h,6.8,4.2,-9.4,20.0,25.6,-14.4 +CR,2203,2018:04:19,01h,6.2,5.8,-6.6,18.7,23.4,-14.0 +CR,2204,2018:05:16,08h,6.3,9.7,-2.9,16.5,23.1,-9.9 +CR,2205,2018:06:12,14h,7.0,9.1,-4.8,17.7,21.0,-14.3 +CR,2206,2018:07:09,21h,11.6,11.5,-11.6,25.3,26.3,-24.3 +CR,2207,2018:08:06,03h,8.8,12.0,-5.5,23.1,26.3,-19.9 +CR,2208,2018:09:02,10h,8.7,14.0,-3.5,23.8,25.0,-22.5 +CR,2209,2018:09:29,17h,10.3,13.0,-7.6,26.3,25.1,-27.5 +CR,2210,2018:10:26,23h,10.4,12.8,-8.0,25.4,24.4,-26.4 +CR,2211,2018:11:23,06h,8.0,7.4,-8.7,21.1,18.2,-24.1 +CR,2212,2018:12:20,12h,7.6,7.0,-8.3,22.5,22.2,-22.8 +CR,2213,2019:01:16,19h,7.5,4.4,-10.7,21.2,17.2,-25.1 +CR,2214,2019:02:13,02h,6.6,4.6,-8.6,16.1,14.2,-18.1 +CR,2215,2019:03:12,08h,7.7,6.2,-9.3,19.3,14.8,-23.9 +CR,2216,2019:04:08,15h,8.2,6.3,-10.0,20.7,14.3,-27.1 +CR,2217,2019:05:05,21h,8.5,7.5,-9.4,25.1,22.7,-27.4 +CR,2218,2019:06:02,04h,6.5,6.6,-6.5,20.9,19.4,-22.4 +CR,2219,2019:06:29,11h,6.9,7.6,-6.1,19.8,17.6,-22.0 +CR,2220,2019:07:26,17h,8.7,10.6,-6.8,18.6,15.9,-21.3 +CR,2221,2019:08:23,00h,7.3,9.8,-4.7,17.5,12.6,-22.4 +CR,2222,2019:09:19,06h,5.7,9.1,-2.4,16.8,12.6,-20.9 +CR,2223,2019:10:16,13h,5.3,7.3,-3.4,15.3,10.9,-19.8 +CR,2224,2019:11:12,20h,5.9,7.0,-4.8,14.6,11.2,-18.1 +CR,2225,2019:12:10,02h,6.9,6.0,-7.7,13.6,7.9,-19.3 +CR,2226,2020:01:06,09h,4.3,2.0,-6.6,10.8,6.9,-14.6 +CR,2227,2020:02:02,15h,3.0,1.3,-4.8,9.1,4.8,-13.3 +CR,2228,2020:02:29,22h,3.0,2.5,-3.6,7.5,5.6,-9.5 +CR,2229,2020:03:28,05h,3.3,2.7,-3.9,8.8,7.9,-9.6 +CR,2230,2020:04:24,11h,2.1,1.8,-2.4,6.1,6.4,-5.8 +CR,2231,2020:05:21,18h,5.2,5.0,-5.4,14.5,10.8,-18.2 +CR,2232,2020:06:18,00h,4.0,7.4,-0.5,9.1,11.3,-6.8 +CR,2233,2020:07:15,07h,6.6,7.7,-5.5,15.0,13.8,-16.2 +CR,2234,2020:08:11,14h,6.3,9.1,-3.5,14.0,14.5,-13.5 +CR,2235,2020:09:07,20h,8.2,10.6,-5.8,14.5,13.9,-15.1 +CR,2236,2020:10:05,03h,10.7,9.9,-11.5,16.9,13.0,-20.8 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