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vincentsarago/DG-PuertoRico-Earthquake.ipynb

Created January 17, 2020 19:08
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DG-PuertoRico-Earthquake.ipynb
{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"scrolled": true
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Requirement already satisfied: bs4 in /Users/vincentsarago/Workspace/venv/py37/lib/python3.7/site-packages (0.0.1)\n",
"Requirement already satisfied: requests in /Users/vincentsarago/Workspace/venv/py37/lib/python3.7/site-packages (2.22.0)\n",
"Requirement already satisfied: beautifulsoup4 in /Users/vincentsarago/Workspace/venv/py37/lib/python3.7/site-packages (from bs4) (4.8.2)\n",
"Requirement already satisfied: idna<2.9,>=2.5 in /Users/vincentsarago/Workspace/venv/py37/lib/python3.7/site-packages (from requests) (2.8)\n",
"Requirement already satisfied: certifi>=2017.4.17 in /Users/vincentsarago/Workspace/venv/py37/lib/python3.7/site-packages (from requests) (2019.6.16)\n",
"Requirement already satisfied: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in /Users/vincentsarago/Workspace/venv/py37/lib/python3.7/site-packages (from requests) (1.25.3)\n",
"Requirement already satisfied: chardet<3.1.0,>=3.0.2 in /Users/vincentsarago/Workspace/venv/py37/lib/python3.7/site-packages (from requests) (3.0.4)\n",
"Requirement already satisfied: soupsieve>=1.2 in /Users/vincentsarago/Workspace/venv/py37/lib/python3.7/site-packages (from beautifulsoup4->bs4) (1.9.5)\n"
]
}
],
"source": [
"!pip install bs4 requests"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"import os\n",
"import json\n",
"import rasterio\n",
"import requests\n",
"import bs4 as BeautifulSoup\n",
"\n",
"from concurrent import futures\n",
"from rasterio.warp import transform_bounds\n",
"\n",
"import bs4 as BeautifulSoup"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"url = \"https://www.digitalglobe.com/ecosystem/open-data/puerto-rico-earthquake\"\n",
"\n",
"# Read Page\n",
"r = requests.get(url)\n",
"soup = BeautifulSoup.BeautifulSoup(r.text)\n",
"s = soup.findAll('a')"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"59\n",
"[{'date': '2019-11-30', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-11-30/105001001A163800/105001001A163800.tif', 'sceneid': '105001001A163800', 'preview': 'https://api.discover.digitalglobe.com/show?id=105001001A163800&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-03-14', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-03-14/103001008C7A2B00/103001008C7A2B00.tif', 'sceneid': '103001008C7A2B00', 'preview': 'https://api.discover.digitalglobe.com/show?id=103001008C7A2B00&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-10-12', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-10-12/103001009BC75100/103001009BC75100.tif', 'sceneid': '103001009BC75100', 'preview': 'https://api.discover.digitalglobe.com/show?id=103001009BC75100&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-09-11', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-09-11/10400100523B1800/10400100523B1800.tif', 'sceneid': '10400100523B1800', 'preview': 'https://api.discover.digitalglobe.com/show?id=10400100523B1800&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-12-02', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-12-02/10400100557DD900/10400100557DD900.tif', 'sceneid': '10400100557DD900', 'preview': 'https://api.discover.digitalglobe.com/show?id=10400100557DD900&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-01-08', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-01-08/103001008872F900/103001008872F900.tif', 'sceneid': '103001008872F900', 'preview': 'https://api.discover.digitalglobe.com/show?id=103001008872F900&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-01-15', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-01-15/10400100463AAB00/10400100463AAB00.tif', 'sceneid': '10400100463AAB00', 'preview': 'https://api.discover.digitalglobe.com/show?id=10400100463AAB00&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-10-23', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-10-23/10300100991F1100/10300100991F1100.tif', 'sceneid': '10300100991F1100', 'preview': 'https://api.discover.digitalglobe.com/show?id=10300100991F1100&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-02-13', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-02-13/105001001481A200/105001001481A200.tif', 'sceneid': '105001001481A200', 'preview': 'https://api.discover.digitalglobe.com/show?id=105001001481A200&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-10-20', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-10-20/1050010019530400/1050010019530400.tif', 'sceneid': '1050010019530400', 'preview': 'https://api.discover.digitalglobe.com/show?id=1050010019530400&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-10-12', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-10-12/103001009BCEC300/103001009BCEC300.tif', 'sceneid': '103001009BCEC300', 'preview': 'https://api.discover.digitalglobe.com/show?id=103001009BCEC300&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-11-25', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-11-25/105001001A04D400/105001001A04D400.tif', 'sceneid': '105001001A04D400', 'preview': 'https://api.discover.digitalglobe.com/show?id=105001001A04D400&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-12-08', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-12-08/10300100A0880A00/10300100A0880A00.tif', 'sceneid': '10300100A0880A00', 'preview': 'https://api.discover.digitalglobe.com/show?id=10300100A0880A00&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-08-02', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-08-02/1030010097104000/1030010097104000.tif', 'sceneid': '1030010097104000', 'preview': 'https://api.discover.digitalglobe.com/show?id=1030010097104000&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-09-09', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-09-09/1050010018866900/1050010018866900.tif', 'sceneid': '1050010018866900', 'preview': 'https://api.discover.digitalglobe.com/show?id=1050010018866900&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-11-19', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-11-19/1050010019C68600/1050010019C68600.tif', 'sceneid': '1050010019C68600', 'preview': 'https://api.discover.digitalglobe.com/show?id=1050010019C68600&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-12-27', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-12-27/1040010057A27000/1040010057A27000.tif', 'sceneid': '1040010057A27000', 'preview': 'https://api.discover.digitalglobe.com/show?id=1040010057A27000&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-09-12', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-09-12/103001009A168800/103001009A168800.tif', 'sceneid': '103001009A168800', 'preview': 'https://api.discover.digitalglobe.com/show?id=103001009A168800&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2020-01-08', 'tags': ['post-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/post-event/2020-01-08/1040010055B93D00/1040010055B93D00.tif', 'sceneid': '1040010055B93D00', 'preview': 'https://api.discover.digitalglobe.com/show?id=1040010055B93D00&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-01-29', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-01-29/103001008C6BFC00/103001008C6BFC00.tif', 'sceneid': '103001008C6BFC00', 'preview': 'https://api.discover.digitalglobe.com/show?id=103001008C6BFC00&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-05-14', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-05-14/10500100163F3800/10500100163F3800.tif', 'sceneid': '10500100163F3800', 'preview': 'https://api.discover.digitalglobe.com/show?id=10500100163F3800&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-05-14', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-05-14/104001004C65AF00/104001004C65AF00.tif', 'sceneid': '104001004C65AF00', 'preview': 'https://api.discover.digitalglobe.com/show?id=104001004C65AF00&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-08-18', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-08-18/105001001822EB00/105001001822EB00.tif', 'sceneid': '105001001822EB00', 'preview': 'https://api.discover.digitalglobe.com/show?id=105001001822EB00&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-10-06', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-10-06/104001005220F700/104001005220F700.tif', 'sceneid': '104001005220F700', 'preview': 'https://api.discover.digitalglobe.com/show?id=104001005220F700&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-11-13', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-11-13/10400100558C4700/10400100558C4700.tif', 'sceneid': '10400100558C4700', 'preview': 'https://api.discover.digitalglobe.com/show?id=10400100558C4700&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-01-15', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-01-15/1040010045605100/1040010045605100.tif', 'sceneid': '1040010045605100', 'preview': 'https://api.discover.digitalglobe.com/show?id=1040010045605100&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-10-23', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-10-23/103001009A7EDE00/103001009A7EDE00.tif', 'sceneid': '103001009A7EDE00', 'preview': 'https://api.discover.digitalglobe.com/show?id=103001009A7EDE00&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-10-17', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-10-17/105001001946AC00/105001001946AC00.tif', 'sceneid': '105001001946AC00', 'preview': 'https://api.discover.digitalglobe.com/show?id=105001001946AC00&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-03-07', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-03-07/1050010015035900/1050010015035900.tif', 'sceneid': '1050010015035900', 'preview': 'https://api.discover.digitalglobe.com/show?id=1050010015035900&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-08-10', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-08-10/1050010017D53000/1050010017D53000.tif', 'sceneid': '1050010017D53000', 'preview': 'https://api.discover.digitalglobe.com/show?id=1050010017D53000&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-12-28', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-12-28/104001005575F800/104001005575F800.tif', 'sceneid': '104001005575F800', 'preview': 'https://api.discover.digitalglobe.com/show?id=104001005575F800&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-09-28', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-09-28/1050010018D21C00/1050010018D21C00.tif', 'sceneid': '1050010018D21C00', 'preview': 'https://api.discover.digitalglobe.com/show?id=1050010018D21C00&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-12-27', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-12-27/1040010055621200/1040010055621200.tif', 'sceneid': '1040010055621200', 'preview': 'https://api.discover.digitalglobe.com/show?id=1040010055621200&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-08-10', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-08-10/1040010050264C00/1040010050264C00.tif', 'sceneid': '1040010050264C00', 'preview': 'https://api.discover.digitalglobe.com/show?id=1040010050264C00&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-10-23', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-10-23/103001009D39F700/103001009D39F700.tif', 'sceneid': '103001009D39F700', 'preview': 'https://api.discover.digitalglobe.com/show?id=103001009D39F700&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-05-14', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-05-14/104001004C69CA00/104001004C69CA00.tif', 'sceneid': '104001004C69CA00', 'preview': 'https://api.discover.digitalglobe.com/show?id=104001004C69CA00&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-10-04', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-10-04/103001009B81E700/103001009B81E700.tif', 'sceneid': '103001009B81E700', 'preview': 'https://api.discover.digitalglobe.com/show?id=103001009B81E700&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-10-09', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-10-09/105001001927A200/105001001927A200.tif', 'sceneid': '105001001927A200', 'preview': 'https://api.discover.digitalglobe.com/show?id=105001001927A200&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-06-16', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-06-16/104001004D216D00/104001004D216D00.tif', 'sceneid': '104001004D216D00', 'preview': 'https://api.discover.digitalglobe.com/show?id=104001004D216D00&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-05-06', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-05-06/10500100161F8B00/10500100161F8B00.tif', 'sceneid': '10500100161F8B00', 'preview': 'https://api.discover.digitalglobe.com/show?id=10500100161F8B00&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-12-19', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-12-19/10300100A0475100/10300100A0475100.tif', 'sceneid': '10300100A0475100', 'preview': 'https://api.discover.digitalglobe.com/show?id=10300100A0475100&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-04-14', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-04-14/10500100159E2000/10500100159E2000.tif', 'sceneid': '10500100159E2000', 'preview': 'https://api.discover.digitalglobe.com/show?id=10500100159E2000&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-10-15', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-10-15/103001009B90FC00/103001009B90FC00.tif', 'sceneid': '103001009B90FC00', 'preview': 'https://api.discover.digitalglobe.com/show?id=103001009B90FC00&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-11-03', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-11-03/103001009D218E00/103001009D218E00.tif', 'sceneid': '103001009D218E00', 'preview': 'https://api.discover.digitalglobe.com/show?id=103001009D218E00&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-10-28', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-10-28/1050010019744100/1050010019744100.tif', 'sceneid': '1050010019744100', 'preview': 'https://api.discover.digitalglobe.com/show?id=1050010019744100&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-12-08', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-12-08/1040010054088100/1040010054088100.tif', 'sceneid': '1040010054088100', 'preview': 'https://api.discover.digitalglobe.com/show?id=1040010054088100&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-10-04', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-10-04/103001009C9C2C00/103001009C9C2C00.tif', 'sceneid': '103001009C9C2C00', 'preview': 'https://api.discover.digitalglobe.com/show?id=103001009C9C2C00&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-09-09', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-09-09/1050010018866B00/1050010018866B00.tif', 'sceneid': '1050010018866B00', 'preview': 'https://api.discover.digitalglobe.com/show?id=1050010018866B00&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-12-19', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-12-19/103001009E23C200/103001009E23C200.tif', 'sceneid': '103001009E23C200', 'preview': 'https://api.discover.digitalglobe.com/show?id=103001009E23C200&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-07-01', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-07-01/1030010095214E00/1030010095214E00.tif', 'sceneid': '1030010095214E00', 'preview': 'https://api.discover.digitalglobe.com/show?id=1030010095214E00&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-06-05', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-06-05/1050010016949A00/1050010016949A00.tif', 'sceneid': '1050010016949A00', 'preview': 'https://api.discover.digitalglobe.com/show?id=1050010016949A00&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-10-17', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-10-17/105001001946AD00/105001001946AD00.tif', 'sceneid': '105001001946AD00', 'preview': 'https://api.discover.digitalglobe.com/show?id=105001001946AD00&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-11-13', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-11-13/1040010052CB9800/1040010052CB9800.tif', 'sceneid': '1040010052CB9800', 'preview': 'https://api.discover.digitalglobe.com/show?id=1040010052CB9800&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-10-12', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-10-12/1040010052574600/1040010052574600.tif', 'sceneid': '1040010052574600', 'preview': 'https://api.discover.digitalglobe.com/show?id=1040010052574600&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-11-19', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-11-19/1050010019C68700/1050010019C68700.tif', 'sceneid': '1050010019C68700', 'preview': 'https://api.discover.digitalglobe.com/show?id=1050010019C68700&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-12-27', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-12-27/10300100A0A8AC00/10300100A0A8AC00.tif', 'sceneid': '10300100A0A8AC00', 'preview': 'https://api.discover.digitalglobe.com/show?id=10300100A0A8AC00&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-10-23', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-10-23/103001009A58EA00/103001009A58EA00.tif', 'sceneid': '103001009A58EA00', 'preview': 'https://api.discover.digitalglobe.com/show?id=103001009A58EA00&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-03-14', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-03-14/103001008F51AB00/103001008F51AB00.tif', 'sceneid': '103001008F51AB00', 'preview': 'https://api.discover.digitalglobe.com/show?id=103001008F51AB00&f=jpeg', 'event': 'puerto-rico-earthquake'}, {'date': '2019-10-12', 'tags': ['pre-event'], 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-10-12/103001009C6FEA00/103001009C6FEA00.tif', 'sceneid': '103001009C6FEA00', 'preview': 'https://api.discover.digitalglobe.com/show?id=103001009C6FEA00&f=jpeg', 'event': 'puerto-rico-earthquake'}]\n"
]
}
],
"source": [
"list_file = list(set([l.get('href') for l in s if l.get('href').endswith(\".tif\")]))\n",
"\n",
"files = [\n",
" dict(\n",
" date=l.split(\"/\")[6],\n",
" tags=[l.split(\"/\")[5]],\n",
" path=l,\n",
" sceneid=l.split(\"/\")[7],\n",
" preview=f\"https://api.discover.digitalglobe.com/show?id={l.split('/')[7]}&f=jpeg\",\n",
" event=l.split(\"/\")[4],\n",
" )\n",
" for l in list_file\n",
"]\n",
"\n",
"print(len(list_file))\n",
"print(files)"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"def worker(meta):\n",
" try:\n",
"\n",
" with rasterio.open(meta[\"path\"]) as src:\n",
" wgs_bounds = transform_bounds(*[src.crs, 'epsg:4326'] + list(src.bounds), densify_pts=21)\n",
"\n",
" return {\n",
" \"geometry\": {\n",
" \"type\": \"Polygon\",\n",
" \"coordinates\": [\n",
" [\n",
" [wgs_bounds[0], wgs_bounds[3]],\n",
" [wgs_bounds[0], wgs_bounds[1]],\n",
" [wgs_bounds[2], wgs_bounds[1]],\n",
" [wgs_bounds[2], wgs_bounds[3]],\n",
" [wgs_bounds[0], wgs_bounds[3]]\n",
" ]\n",
" ]\n",
" },\n",
" \"properties\": meta,\n",
" \"type\": \"Feature\"\n",
" }\n",
" \n",
" except:\n",
" return {}\n",
"\n",
" \n",
"with futures.ThreadPoolExecutor(max_workers=5) as executor:\n",
" responses = executor.map(worker, files)\n",
" \n",
"files = [f for f in responses if f]"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"geojson = {'type': 'FeatureCollection', 'features': files}"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"with open(\"PuertoRico_2020.geojson\", \"w\") as f:\n",
" f.write(json.dumps(geojson))"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"59"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"len(files)"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[{'geometry': {'type': 'Polygon',\n",
" 'coordinates': [[[-66.43524128578582, 18.08013952445195],\n",
" [-66.43524128578582, 18.019436192521077],\n",
" [-66.27830499479575, 18.019436192521077],\n",
" [-66.27830499479575, 18.08013952445195],\n",
" [-66.43524128578582, 18.08013952445195]]]},\n",
" 'properties': {'date': '2019-11-30',\n",
" 'tags': ['pre-event'],\n",
" 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-11-30/105001001A163800/105001001A163800.tif',\n",
" 'sceneid': '105001001A163800',\n",
" 'preview': 'https://api.discover.digitalglobe.com/show?id=105001001A163800&f=jpeg',\n",
" 'event': 'puerto-rico-earthquake'},\n",
" 'type': 'Feature'},\n",
" {'geometry': {'type': 'Polygon',\n",
" 'coordinates': [[[-66.84360614624897, 18.12994464978992],\n",
" [-66.84360614624897, 17.912560992826027],\n",
" [-66.68735714729962, 17.912560992826027],\n",
" [-66.68735714729962, 18.12994464978992],\n",
" [-66.84360614624897, 18.12994464978992]]]},\n",
" 'properties': {'date': '2019-03-14',\n",
" 'tags': ['pre-event'],\n",
" 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-03-14/103001008C7A2B00/103001008C7A2B00.tif',\n",
" 'sceneid': '103001008C7A2B00',\n",
" 'preview': 'https://api.discover.digitalglobe.com/show?id=103001008C7A2B00&f=jpeg',\n",
" 'event': 'puerto-rico-earthquake'},\n",
" 'type': 'Feature'},\n",
" {'geometry': {'type': 'Polygon',\n",
" 'coordinates': [[[-66.7602666120487, 18.505833876956093],\n",
" [-66.7602666120487, 17.93527603890463],\n",
" [-66.6020364955212, 17.93527603890463],\n",
" [-66.6020364955212, 18.505833876956093],\n",
" [-66.7602666120487, 18.505833876956093]]]},\n",
" 'properties': {'date': '2019-10-12',\n",
" 'tags': ['pre-event'],\n",
" 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-10-12/103001009BC75100/103001009BC75100.tif',\n",
" 'sceneid': '103001009BC75100',\n",
" 'preview': 'https://api.discover.digitalglobe.com/show?id=103001009BC75100&f=jpeg',\n",
" 'event': 'puerto-rico-earthquake'},\n",
" 'type': 'Feature'},\n",
" {'geometry': {'type': 'Polygon',\n",
" 'coordinates': [[[-67.02988541481776, 18.156291877176958],\n",
" [-67.02988541481776, 18.000345278101708],\n",
" [-66.87353450199943, 18.000345278101708],\n",
" [-66.87353450199943, 18.156291877176958],\n",
" [-67.02988541481776, 18.156291877176958]]]},\n",
" 'properties': {'date': '2019-09-11',\n",
" 'tags': ['pre-event'],\n",
" 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-09-11/10400100523B1800/10400100523B1800.tif',\n",
" 'sceneid': '10400100523B1800',\n",
" 'preview': 'https://api.discover.digitalglobe.com/show?id=10400100523B1800&f=jpeg',\n",
" 'event': 'puerto-rico-earthquake'},\n",
" 'type': 'Feature'},\n",
" {'geometry': {'type': 'Polygon',\n",
" 'coordinates': [[[-67.14241378084388, 18.57831865486787],\n",
" [-67.14241378084388, 17.824805398543592],\n",
" [-66.99589740816042, 17.824805398543592],\n",
" [-66.99589740816042, 18.57831865486787],\n",
" [-67.14241378084388, 18.57831865486787]]]},\n",
" 'properties': {'date': '2019-12-02',\n",
" 'tags': ['pre-event'],\n",
" 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-12-02/10400100557DD900/10400100557DD900.tif',\n",
" 'sceneid': '10400100557DD900',\n",
" 'preview': 'https://api.discover.digitalglobe.com/show?id=10400100557DD900&f=jpeg',\n",
" 'event': 'puerto-rico-earthquake'},\n",
" 'type': 'Feature'},\n",
" {'geometry': {'type': 'Polygon',\n",
" 'coordinates': [[[-66.1822957672876, 18.039354089358138],\n",
" [-66.1822957672876, 17.898825239571618],\n",
" [-66.00475478269307, 17.898825239571618],\n",
" [-66.00475478269307, 18.039354089358138],\n",
" [-66.1822957672876, 18.039354089358138]]]},\n",
" 'properties': {'date': '2019-01-08',\n",
" 'tags': ['pre-event'],\n",
" 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-01-08/103001008872F900/103001008872F900.tif',\n",
" 'sceneid': '103001008872F900',\n",
" 'preview': 'https://api.discover.digitalglobe.com/show?id=103001008872F900&f=jpeg',\n",
" 'event': 'puerto-rico-earthquake'},\n",
" 'type': 'Feature'},\n",
" {'geometry': {'type': 'Polygon',\n",
" 'coordinates': [[[-66.22687229504065, 18.536851058517414],\n",
" [-66.22687229504065, 18.032919306761777],\n",
" [-66.06595250756816, 18.032919306761777],\n",
" [-66.06595250756816, 18.536851058517414],\n",
" [-66.22687229504065, 18.536851058517414]]]},\n",
" 'properties': {'date': '2019-01-15',\n",
" 'tags': ['pre-event'],\n",
" 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-01-15/10400100463AAB00/10400100463AAB00.tif',\n",
" 'sceneid': '10400100463AAB00',\n",
" 'preview': 'https://api.discover.digitalglobe.com/show?id=10400100463AAB00&f=jpeg',\n",
" 'event': 'puerto-rico-earthquake'},\n",
" 'type': 'Feature'},\n",
" {'geometry': {'type': 'Polygon',\n",
" 'coordinates': [[[-66.84610050660167, 18.530602722035468],\n",
" [-66.84610050660167, 18.36043982095665],\n",
" [-66.66158449908467, 18.36043982095665],\n",
" [-66.66158449908467, 18.530602722035468],\n",
" [-66.84610050660167, 18.530602722035468]]]},\n",
" 'properties': {'date': '2019-10-23',\n",
" 'tags': ['pre-event'],\n",
" 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-10-23/10300100991F1100/10300100991F1100.tif',\n",
" 'sceneid': '10300100991F1100',\n",
" 'preview': 'https://api.discover.digitalglobe.com/show?id=10300100991F1100&f=jpeg',\n",
" 'event': 'puerto-rico-earthquake'},\n",
" 'type': 'Feature'},\n",
" {'geometry': {'type': 'Polygon',\n",
" 'coordinates': [[[-66.37564242077723, 18.055138200439668],\n",
" [-66.37564242077723, 17.92235930525546],\n",
" [-66.19819000108656, 17.92235930525546],\n",
" [-66.19819000108656, 18.055138200439668],\n",
" [-66.37564242077723, 18.055138200439668]]]},\n",
" 'properties': {'date': '2019-02-13',\n",
" 'tags': ['pre-event'],\n",
" 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-02-13/105001001481A200/105001001481A200.tif',\n",
" 'sceneid': '105001001481A200',\n",
" 'preview': 'https://api.discover.digitalglobe.com/show?id=105001001481A200&f=jpeg',\n",
" 'event': 'puerto-rico-earthquake'},\n",
" 'type': 'Feature'},\n",
" {'geometry': {'type': 'Polygon',\n",
" 'coordinates': [[[-67.02846188789218, 18.138788380760403],\n",
" [-67.02846188789218, 18.01984856253407],\n",
" [-66.87471900892247, 18.01984856253407],\n",
" [-66.87471900892247, 18.138788380760403],\n",
" [-67.02846188789218, 18.138788380760403]]]},\n",
" 'properties': {'date': '2019-10-20',\n",
" 'tags': ['pre-event'],\n",
" 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-10-20/1050010019530400/1050010019530400.tif',\n",
" 'sceneid': '1050010019530400',\n",
" 'preview': 'https://api.discover.digitalglobe.com/show?id=1050010019530400&f=jpeg',\n",
" 'event': 'puerto-rico-earthquake'},\n",
" 'type': 'Feature'},\n",
" {'geometry': {'type': 'Polygon',\n",
" 'coordinates': [[[-66.47912628223987, 18.512073210345452],\n",
" [-66.47912628223987, 17.930150493682127],\n",
" [-66.31313672490069, 17.930150493682127],\n",
" [-66.31313672490069, 18.512073210345452],\n",
" [-66.47912628223987, 18.512073210345452]]]},\n",
" 'properties': {'date': '2019-10-12',\n",
" 'tags': ['pre-event'],\n",
" 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-10-12/103001009BCEC300/103001009BCEC300.tif',\n",
" 'sceneid': '103001009BCEC300',\n",
" 'preview': 'https://api.discover.digitalglobe.com/show?id=103001009BCEC300&f=jpeg',\n",
" 'event': 'puerto-rico-earthquake'},\n",
" 'type': 'Feature'},\n",
" {'geometry': {'type': 'Polygon',\n",
" 'coordinates': [[[-66.45263982052899, 18.098605511233302],\n",
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" [-66.26082060856677, 18.098605511233302],\n",
" [-66.45263982052899, 18.098605511233302]]]},\n",
" 'properties': {'date': '2019-11-25',\n",
" 'tags': ['pre-event'],\n",
" 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-11-25/105001001A04D400/105001001A04D400.tif',\n",
" 'sceneid': '105001001A04D400',\n",
" 'preview': 'https://api.discover.digitalglobe.com/show?id=105001001A04D400&f=jpeg',\n",
" 'event': 'puerto-rico-earthquake'},\n",
" 'type': 'Feature'},\n",
" {'geometry': {'type': 'Polygon',\n",
" 'coordinates': [[[-67.13795805794722, 18.55555107842132],\n",
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" [-66.95938176947931, 18.55555107842132],\n",
" [-67.13795805794722, 18.55555107842132]]]},\n",
" 'properties': {'date': '2019-12-08',\n",
" 'tags': ['pre-event'],\n",
" 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-12-08/10300100A0880A00/10300100A0880A00.tif',\n",
" 'sceneid': '10300100A0880A00',\n",
" 'preview': 'https://api.discover.digitalglobe.com/show?id=10300100A0880A00&f=jpeg',\n",
" 'event': 'puerto-rico-earthquake'},\n",
" 'type': 'Feature'},\n",
" {'geometry': {'type': 'Polygon',\n",
" 'coordinates': [[[-66.1768676984162, 18.497942404864723],\n",
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" [-65.98686804651986, 18.497942404864723],\n",
" [-66.1768676984162, 18.497942404864723]]]},\n",
" 'properties': {'date': '2019-08-02',\n",
" 'tags': ['pre-event'],\n",
" 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-08-02/1030010097104000/1030010097104000.tif',\n",
" 'sceneid': '1030010097104000',\n",
" 'preview': 'https://api.discover.digitalglobe.com/show?id=1030010097104000&f=jpeg',\n",
" 'event': 'puerto-rico-earthquake'},\n",
" 'type': 'Feature'},\n",
" {'geometry': {'type': 'Polygon',\n",
" 'coordinates': [[[-66.12689712806127, 18.501253871933102],\n",
" [-66.12689712806127, 18.29871529724747],\n",
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" [-65.96490705901319, 18.501253871933102],\n",
" [-66.12689712806127, 18.501253871933102]]]},\n",
" 'properties': {'date': '2019-09-09',\n",
" 'tags': ['pre-event'],\n",
" 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-09-09/1050010018866900/1050010018866900.tif',\n",
" 'sceneid': '1050010018866900',\n",
" 'preview': 'https://api.discover.digitalglobe.com/show?id=1050010018866900&f=jpeg',\n",
" 'event': 'puerto-rico-earthquake'},\n",
" 'type': 'Feature'},\n",
" {'geometry': {'type': 'Polygon',\n",
" 'coordinates': [[[-66.65331930035838, 18.107999765324344],\n",
" [-66.65331930035838, 17.91216068678881],\n",
" [-66.46980153671771, 17.91216068678881],\n",
" [-66.46980153671771, 18.107999765324344],\n",
" [-66.65331930035838, 18.107999765324344]]]},\n",
" 'properties': {'date': '2019-11-19',\n",
" 'tags': ['pre-event'],\n",
" 'path': 'https://opendata.digitalglobe.com/events/puerto-rico-earthquake/pre-event/2019-11-19/1050010019C68600/1050010019C68600.tif',\n",
" 'sceneid': '1050010019C68600',\n",
" 'preview': 'https://api.discover.digitalglobe.com/show?id=1050010019C68600&f=jpeg',\n",
" 'event': 'puerto-rico-earthquake'},\n",
" 'type': 'Feature'},\n",
" {'geometry': {'type': 'Polygon',\n",
" 'coordinates': [[[-67.0036593975097, 18.55142324189338],\n",
" [-67.0036593975097, 18.388129016682118],\n",
" [-66.85784739384052, 18.388129016682118],\n",
" [-66.85784739384052, 18.55142324189338],\n",
" [-67.0036593975097, 18.55142324189338]]]},\n",
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