{ "cells": [ { "cell_type": "markdown", "id": "painful-johnson", "metadata": {}, "source": [ "# Pacific variability and ENSO" ] }, { "cell_type": "markdown", "id": "fifth-respondent", "metadata": { "tags": [] }, "source": [ "Here, we will do a similar analysis than last week, but focussing on the equatorial Pacific. The dominant process along the equator is upwelling, due to the westward tradewinds pushing surface waters northward in the northern hemisphere, and southward in the southern hemisphere due to the earth rotation, resulting in upwelling of cold water from below along the equator. While that upwelling is easily seen in satellite sea surface temperature images, can we see it in drifter tracks?\n", "\n", "The global database of drifter tracks is widely available over the internet; the instructions on how to obtain the data for any region are given at the end of this lecture. We have extracted the data for the area and saved as a cvs file.\n", "\n", "\n" ] }, { "cell_type": "code", "execution_count": 1, "id": "medium-certificate", "metadata": {}, "outputs": [ { "ename": "FileNotFoundError", "evalue": "[Errno 2] No such file or directory: '/home/sunset0/htdocs/ges/ocn463-data/woce/drift/pacdrift.gz'", "output_type": "error", "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[0;31mFileNotFoundError\u001b[0m Traceback (most recent call last)", "Input \u001b[0;32mIn [1]\u001b[0m, in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mpandas\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mpd\u001b[39;00m\n\u001b[1;32m 2\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mnumpy\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mnp\u001b[39;00m\n\u001b[0;32m----> 4\u001b[0m drifters \u001b[38;5;241m=\u001b[39m \u001b[43mpd\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mread_csv\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43m/home/sunset0/htdocs/ges/ocn463-data/woce/drift/pacdrift.gz\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcompression\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mgzip\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mna_values\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43m \u001b[49m\u001b[38;5;241;43m999.999\u001b[39;49m\u001b[43m)\u001b[49m\n", "File \u001b[0;32m/opt/tljh/user/lib/python3.9/site-packages/pandas/util/_decorators.py:311\u001b[0m, in \u001b[0;36mdeprecate_nonkeyword_arguments..decorate..wrapper\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m 305\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(args) \u001b[38;5;241m>\u001b[39m num_allow_args:\n\u001b[1;32m 306\u001b[0m warnings\u001b[38;5;241m.\u001b[39mwarn(\n\u001b[1;32m 307\u001b[0m msg\u001b[38;5;241m.\u001b[39mformat(arguments\u001b[38;5;241m=\u001b[39marguments),\n\u001b[1;32m 308\u001b[0m \u001b[38;5;167;01mFutureWarning\u001b[39;00m,\n\u001b[1;32m 309\u001b[0m stacklevel\u001b[38;5;241m=\u001b[39mstacklevel,\n\u001b[1;32m 310\u001b[0m )\n\u001b[0;32m--> 311\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mfunc\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n", "File \u001b[0;32m/opt/tljh/user/lib/python3.9/site-packages/pandas/io/parsers/readers.py:586\u001b[0m, in \u001b[0;36mread_csv\u001b[0;34m(filepath_or_buffer, sep, delimiter, header, names, index_col, usecols, squeeze, prefix, mangle_dupe_cols, dtype, engine, converters, true_values, false_values, skipinitialspace, skiprows, skipfooter, nrows, na_values, keep_default_na, na_filter, verbose, skip_blank_lines, parse_dates, infer_datetime_format, keep_date_col, date_parser, dayfirst, cache_dates, iterator, chunksize, compression, thousands, decimal, lineterminator, quotechar, quoting, doublequote, escapechar, comment, encoding, encoding_errors, dialect, error_bad_lines, warn_bad_lines, on_bad_lines, delim_whitespace, low_memory, memory_map, float_precision, storage_options)\u001b[0m\n\u001b[1;32m 571\u001b[0m kwds_defaults \u001b[38;5;241m=\u001b[39m _refine_defaults_read(\n\u001b[1;32m 572\u001b[0m dialect,\n\u001b[1;32m 573\u001b[0m delimiter,\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 582\u001b[0m defaults\u001b[38;5;241m=\u001b[39m{\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mdelimiter\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m,\u001b[39m\u001b[38;5;124m\"\u001b[39m},\n\u001b[1;32m 583\u001b[0m )\n\u001b[1;32m 584\u001b[0m kwds\u001b[38;5;241m.\u001b[39mupdate(kwds_defaults)\n\u001b[0;32m--> 586\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43m_read\u001b[49m\u001b[43m(\u001b[49m\u001b[43mfilepath_or_buffer\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mkwds\u001b[49m\u001b[43m)\u001b[49m\n", "File \u001b[0;32m/opt/tljh/user/lib/python3.9/site-packages/pandas/io/parsers/readers.py:482\u001b[0m, in \u001b[0;36m_read\u001b[0;34m(filepath_or_buffer, kwds)\u001b[0m\n\u001b[1;32m 479\u001b[0m _validate_names(kwds\u001b[38;5;241m.\u001b[39mget(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mnames\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;28;01mNone\u001b[39;00m))\n\u001b[1;32m 481\u001b[0m \u001b[38;5;66;03m# Create the parser.\u001b[39;00m\n\u001b[0;32m--> 482\u001b[0m parser \u001b[38;5;241m=\u001b[39m \u001b[43mTextFileReader\u001b[49m\u001b[43m(\u001b[49m\u001b[43mfilepath_or_buffer\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwds\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 484\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m chunksize \u001b[38;5;129;01mor\u001b[39;00m iterator:\n\u001b[1;32m 485\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m parser\n", "File \u001b[0;32m/opt/tljh/user/lib/python3.9/site-packages/pandas/io/parsers/readers.py:811\u001b[0m, in \u001b[0;36mTextFileReader.__init__\u001b[0;34m(self, f, engine, **kwds)\u001b[0m\n\u001b[1;32m 808\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mhas_index_names\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;129;01min\u001b[39;00m kwds:\n\u001b[1;32m 809\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39moptions[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mhas_index_names\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m kwds[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mhas_index_names\u001b[39m\u001b[38;5;124m\"\u001b[39m]\n\u001b[0;32m--> 811\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_engine \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_make_engine\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mengine\u001b[49m\u001b[43m)\u001b[49m\n", "File \u001b[0;32m/opt/tljh/user/lib/python3.9/site-packages/pandas/io/parsers/readers.py:1040\u001b[0m, in \u001b[0;36mTextFileReader._make_engine\u001b[0;34m(self, engine)\u001b[0m\n\u001b[1;32m 1036\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[1;32m 1037\u001b[0m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mUnknown engine: \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mengine\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m (valid options are \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mmapping\u001b[38;5;241m.\u001b[39mkeys()\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m)\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 1038\u001b[0m )\n\u001b[1;32m 1039\u001b[0m \u001b[38;5;66;03m# error: Too many arguments for \"ParserBase\"\u001b[39;00m\n\u001b[0;32m-> 1040\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mmapping\u001b[49m\u001b[43m[\u001b[49m\u001b[43mengine\u001b[49m\u001b[43m]\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mf\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43moptions\u001b[49m\u001b[43m)\u001b[49m\n", "File \u001b[0;32m/opt/tljh/user/lib/python3.9/site-packages/pandas/io/parsers/c_parser_wrapper.py:51\u001b[0m, in \u001b[0;36mCParserWrapper.__init__\u001b[0;34m(self, src, **kwds)\u001b[0m\n\u001b[1;32m 48\u001b[0m kwds[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124musecols\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39musecols\n\u001b[1;32m 50\u001b[0m \u001b[38;5;66;03m# open handles\u001b[39;00m\n\u001b[0;32m---> 51\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_open_handles\u001b[49m\u001b[43m(\u001b[49m\u001b[43msrc\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mkwds\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 52\u001b[0m \u001b[38;5;28;01massert\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mhandles \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[1;32m 54\u001b[0m \u001b[38;5;66;03m# Have to pass int, would break tests using TextReader directly otherwise :(\u001b[39;00m\n", "File \u001b[0;32m/opt/tljh/user/lib/python3.9/site-packages/pandas/io/parsers/base_parser.py:222\u001b[0m, in \u001b[0;36mParserBase._open_handles\u001b[0;34m(self, src, kwds)\u001b[0m\n\u001b[1;32m 218\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m_open_handles\u001b[39m(\u001b[38;5;28mself\u001b[39m, src: FilePathOrBuffer, kwds: \u001b[38;5;28mdict\u001b[39m[\u001b[38;5;28mstr\u001b[39m, Any]) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m 219\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m 220\u001b[0m \u001b[38;5;124;03m Let the readers open IOHandles after they are done with their potential raises.\u001b[39;00m\n\u001b[1;32m 221\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n\u001b[0;32m--> 222\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mhandles \u001b[38;5;241m=\u001b[39m \u001b[43mget_handle\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 223\u001b[0m \u001b[43m \u001b[49m\u001b[43msrc\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 224\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mr\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[1;32m 225\u001b[0m \u001b[43m \u001b[49m\u001b[43mencoding\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mkwds\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mencoding\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mNone\u001b[39;49;00m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 226\u001b[0m \u001b[43m \u001b[49m\u001b[43mcompression\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mkwds\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mcompression\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mNone\u001b[39;49;00m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 227\u001b[0m \u001b[43m \u001b[49m\u001b[43mmemory_map\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mkwds\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mmemory_map\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 228\u001b[0m \u001b[43m \u001b[49m\u001b[43mstorage_options\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mkwds\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mstorage_options\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mNone\u001b[39;49;00m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 229\u001b[0m \u001b[43m \u001b[49m\u001b[43merrors\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mkwds\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mencoding_errors\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mstrict\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 230\u001b[0m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n", "File \u001b[0;32m/opt/tljh/user/lib/python3.9/site-packages/pandas/io/common.py:642\u001b[0m, in \u001b[0;36mget_handle\u001b[0;34m(path_or_buf, mode, encoding, compression, memory_map, is_text, errors, storage_options)\u001b[0m\n\u001b[1;32m 640\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m is_path:\n\u001b[1;32m 641\u001b[0m \u001b[38;5;28;01massert\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(handle, \u001b[38;5;28mstr\u001b[39m)\n\u001b[0;32m--> 642\u001b[0m handle \u001b[38;5;241m=\u001b[39m \u001b[43mgzip\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mGzipFile\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 643\u001b[0m \u001b[43m \u001b[49m\u001b[43mfilename\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mhandle\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 644\u001b[0m \u001b[43m \u001b[49m\u001b[43mmode\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mioargs\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmode\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 645\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mcompression_args\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 646\u001b[0m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 647\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 648\u001b[0m handle \u001b[38;5;241m=\u001b[39m gzip\u001b[38;5;241m.\u001b[39mGzipFile(\n\u001b[1;32m 649\u001b[0m \u001b[38;5;66;03m# error: Argument \"fileobj\" to \"GzipFile\" has incompatible type\u001b[39;00m\n\u001b[1;32m 650\u001b[0m \u001b[38;5;66;03m# \"Union[str, Union[IO[Any], RawIOBase, BufferedIOBase, TextIOBase,\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 654\u001b[0m \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mcompression_args,\n\u001b[1;32m 655\u001b[0m )\n", "File \u001b[0;32m/opt/tljh/user/lib/python3.9/gzip.py:173\u001b[0m, in \u001b[0;36mGzipFile.__init__\u001b[0;34m(self, filename, mode, compresslevel, fileobj, mtime)\u001b[0m\n\u001b[1;32m 171\u001b[0m mode \u001b[38;5;241m+\u001b[39m\u001b[38;5;241m=\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mb\u001b[39m\u001b[38;5;124m'\u001b[39m\n\u001b[1;32m 172\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m fileobj \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m--> 173\u001b[0m fileobj \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmyfileobj \u001b[38;5;241m=\u001b[39m \u001b[43mbuiltins\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mopen\u001b[49m\u001b[43m(\u001b[49m\u001b[43mfilename\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmode\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;129;43;01mor\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mrb\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[1;32m 174\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m filename \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m 175\u001b[0m filename \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mgetattr\u001b[39m(fileobj, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mname\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124m'\u001b[39m)\n", "\u001b[0;31mFileNotFoundError\u001b[0m: [Errno 2] No such file or directory: '/home/sunset0/htdocs/ges/ocn463-data/woce/drift/pacdrift.gz'" ] } ], "source": [ "import pandas as pd\n", "import numpy as np\n", "\n", "drifters = pd.read_csv('/home/sunset0/htdocs/ges/ocn463-data/woce/drift/pacdrift.gz', compression='gzip', na_values = 999.999)" ] }, { "cell_type": "code", "execution_count": null, "id": "contained-record", "metadata": {}, "outputs": [], "source": [ "drifters" ] }, { "cell_type": "markdown", "id": "cubic-territory", "metadata": {}, "source": [ "There's a lot more data here than there was in the previous lecture. Let's make a plot of every 100th track" ] }, { "cell_type": "code", "execution_count": 24, "id": "spoken-paint", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "fig, ax = plt.subplots(figsize=(12,12))\n", "ax.plot(drifters['lon'][::100], drifters['lat'][::100], '.')\n", "ax.set_title('Drifter tracks')\n", "ax.set_aspect('equal')" ] }, { "cell_type": "markdown", "id": "supported-april", "metadata": {}, "source": [ "There are some gaps, but we can still see what the currents are like. Let's make boxes of 1/2 degree latitude and all longitudes, and find the average U and V in each box as well as the standard deviation of them." ] }, { "cell_type": "code", "execution_count": 25, "id": "gothic-badge", "metadata": {}, "outputs": [], "source": [ "cenlon, cenlat = np.meshgrid(np.arange(165.5, 267.6, 0.5), np.arange(-9.5, 9.6, 0.5))\n", "Umean = np.nan * np.ones_like(cenlon)\n", "Vmean = np.nan * np.ones_like(cenlon)\n", "Ustd = np.nan * np.ones_like(cenlon)\n", "Vstd = np.nan * np.ones_like(cenlon)\n", "\n", "for ilat in range(cenlon.shape[0]):\n", " for ilon in range(cenlon.shape[1]):\n", " boxlat = np.where(np.absolute(drifters['lat']-cenlat[ilat, ilon]) < 0.5)[0]\n", " boxlon = np.where(np.absolute(drifters['lon']-cenlon[ilat, ilon]) < 0.5)[0]\n", " box = np.array(sorted(set(boxlat) & set(boxlon)))\n", " Umean[ilat, ilon] = np.nanmean(drifters['u'][box])\n", " Vmean[ilat, ilon] = np.nanmean(drifters['v'][box])\n", " Ustd[ilat, ilon] = np.nanstd(drifters['u'][box])\n", " Vstd[ilat, ilon] = np.nanstd(drifters['v'][box])" ] }, { "cell_type": "code", "execution_count": 5, "id": "nearby-convert", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([[165.5, 166. , 166.5, ..., 266.5, 267. , 267.5],\n", " [165.5, 166. , 166.5, ..., 266.5, 267. , 267.5],\n", " [165.5, 166. , 166.5, ..., 266.5, 267. , 267.5],\n", " ...,\n", " [165.5, 166. , 166.5, ..., 266.5, 267. , 267.5],\n", " [165.5, 166. , 166.5, ..., 266.5, 267. , 267.5],\n", " [165.5, 166. , 166.5, ..., 266.5, 267. , 267.5]])" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cenlon" ] }, { "cell_type": "code", "execution_count": 6, "id": "express-syndrome", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([[-9.5, -9.5, -9.5, ..., -9.5, -9.5, -9.5],\n", " [-9. , -9. , -9. , ..., -9. , -9. , -9. ],\n", " [-8.5, -8.5, -8.5, ..., -8.5, -8.5, -8.5],\n", " ...,\n", " [ 8.5, 8.5, 8.5, ..., 8.5, 8.5, 8.5],\n", " [ 9. , 9. , 9. , ..., 9. , 9. , 9. ],\n", " [ 9.5, 9.5, 9.5, ..., 9.5, 9.5, 9.5]])" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cenlat" ] }, { "cell_type": "markdown", "id": "lonely-greeting", "metadata": {}, "source": [ "And now let's plot then" ] }, { "cell_type": "code", "execution_count": 26, "id": "presidential-europe", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(2,1,figsize=(15,8), sharex=True)\n", "q = ax[0].quiver(cenlon, cenlat, Umean, Vmean)\n", "ax[0].quiverkey(q, 178, 11, 0.25, '0.25 m/s', coordinates='data')\n", "ax[0].set_ylabel('Latitude')\n", "ax[0].set_xlabel('Longitude')\n", "ax[0].set_title('Mean currents Equatorial Pacific from WOCE drifters')\n", "ax[0].set_aspect('equal')\n", "ax[0].set_ylim(-10, 12)\n", "cs = ax[1].contourf(cenlon, cenlat, np.sqrt(Ustd**2 + Vstd**2), levels=50)\n", "ax[1].set_aspect('equal')\n", "\n", "cbaxes = fig.add_axes([0.11, 0.05, 0.8, 0.03]) \n", "cb = plt.colorbar(cs, cax = cbaxes, orientation='horizontal') \n" ] }, { "cell_type": "markdown", "id": "raised-music", "metadata": {}, "source": [ "Now let's try making zonal strips" ] }, { "cell_type": "code", "execution_count": 27, "id": "expanded-worse", "metadata": {}, "outputs": [], "source": [ "cenlat1 = np.arange(-9.5, 9.6, 0.5)\n", "Umean1 = np.nan * np.ones_like(cenlat1)\n", "Vmean1 = np.nan * np.ones_like(cenlat1)\n", "Ustd1 = np.nan * np.ones_like(cenlat1)\n", "Vstd1 = np.nan * np.ones_like(cenlat1)\n", "\n", "for ilat in range(len(cenlat1)):\n", " strip = np.where(np.absolute(drifters['lat']-cenlat1[ilat]) < 0.5)[0]\n", " Umean1[ilat] = np.nanmedian(drifters['u'][strip])\n", " Vmean1[ilat] = np.nanmedian(drifters['v'][strip])\n", " Ustd1[ilat] = np.nanstd(drifters['u'][strip])\n", " Vstd1[ilat] = np.nanstd(drifters['v'][strip])" ] }, { "cell_type": "markdown", "id": "confidential-validation", "metadata": {}, "source": [ "And plot them" ] }, { "cell_type": "code", "execution_count": 28, "id": "resistant-feeding", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'standard deviation')" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1,5,figsize=(15,12), sharey=True)\n", "q = ax[0].quiver(np.zeros_like(cenlat1), cenlat1, Umean1, Vmean1)\n", "ax[0].quiverkey(q, -178, 11, 0.25, '0.25 m/s', coordinates='data')\n", "ax[0].set_ylabel('Latitude')\n", "ax[0].set_title('Mean currents from drifters')\n", "#ax[0].set_aspect('equal')\n", "ax[0].set_ylim(-10, 12)\n", "cs = ax[1].plot(Vmean1, cenlat1, 'k')\n", "ax[1].set_title('meridional current')\n", "cs = ax[2].plot(Umean1, cenlat1, 'k')\n", "ax[2].set_title('zonal current')\n", "cs = ax[3].plot(np.sqrt(Ustd1**2+Vstd1**2), cenlat1, 'k')\n", "ax[3].set_title('standard deviation')" ] }, { "cell_type": "markdown", "id": "joint-framework", "metadata": {}, "source": [ "North Equatorial Counter Current: 5N to 8N EASTWARD\n", "North Equatorial Current: 9N to 20N (Hawaii) WESTWARD\n", "South Equatorial Current: -12S to 4N WESTWARD" ] }, { "cell_type": "markdown", "id": "thorough-guess", "metadata": {}, "source": [ "# Sea surface temperatures (SST)\n", "\n", "Most of the drifting buoys have a surface temperature sensor attached to the flotation sphere. We will now use the surface temperature data to procuce maps of SST and compare with the velocity map.\n", "\n", "First, we produce a gridded temperature array, using a similar loop as for estimating the gridded ''u'' and ''v'' arrays:" ] }, { "cell_type": "code", "execution_count": 34, "id": "copyrighted-manchester", "metadata": {}, "outputs": [], "source": [ "Tmean = np.nan * np.ones_like(cenlon)\n", "Tstd = np.nan * np.ones_like(cenlon)\n", "\n", "for ilat in range(cenlon.shape[0]):\n", " for ilon in range(cenlon.shape[1]):\n", " boxlat = np.where(np.absolute(drifters['lat']-cenlat[ilat, ilon]) < 0.5)[0]\n", " boxlon = np.where(np.absolute(drifters['lon']-cenlon[ilat, ilon]) < 0.5)[0]\n", " box = np.array(sorted(set(boxlat) & set(boxlon)))\n", " Tmean[ilat, ilon] = np.nanmean(drifters['sst'][box])\n", " Tstd[ilat, ilon] = np.nanstd(drifters['sst'][box])\n", " " ] }, { "cell_type": "markdown", "id": "bound-involvement", "metadata": {}, "source": [ "Just like we plotted the mean velocity vectors, we can plot the mean temperature field:" ] }, { "cell_type": "code", "execution_count": 40, "id": "sporting-approach", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(2,1,figsize=(15,8), sharex=True)\n", "ctm = ax[0].contourf(cenlon, cenlat, Tmean, levels=50, cmap = plt.cm.jet) \n", "ax[0].set_ylabel('Latitude')\n", "ax[0].set_xlabel('Longitude')\n", "ax[0].set_title('Mean temperature Equatorial Pacific from WOCE drifters')\n", "ax[0].set_aspect('equal')\n", "ax[0].set_ylim(-10, 12)\n", "\n", "cts = ax[1].contourf(cenlon, cenlat, Tstd, levels=50)\n", "ax[1].set_aspect('equal')\n", "ax[1].set_ylim(-10, 12)\n", "\n", "cbaxes = fig.add_axes([0.11, 0.05, 0.8, 0.03]) \n", "cb = plt.colorbar(ctm, cax = cbaxes, orientation='horizontal') " ] }, { "cell_type": "markdown", "id": "interstate-provider", "metadata": {}, "source": [ "We can again compute medians over zonal strips:" ] }, { "cell_type": "code", "execution_count": 37, "id": "chicken-programming", "metadata": {}, "outputs": [], "source": [ "cenlat1 = np.arange(-9.5, 9.6, 0.5)\n", "Tmean1 = np.nan * np.ones_like(cenlat1)\n", "Tstd1 = np.nan * np.ones_like(cenlat1)\n", "\n", "for ilat in range(len(cenlat1)):\n", " strip = np.where(np.absolute(drifters['lat']-cenlat1[ilat]) < 0.5)[0]\n", " Tmean1[ilat] = np.nanmedian(drifters['sst'][strip])\n", " Tstd1[ilat] = np.nanstd(drifters['sst'][strip])\n" ] }, { "cell_type": "markdown", "id": "coated-winner", "metadata": {}, "source": [ "and plot the meridional profiles on the side of the meridional velocity plots:" ] }, { "cell_type": "code", "execution_count": 38, "id": "vietnamese-beverage", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'mean temperature')" ] }, "execution_count": 38, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1,5,figsize=(15,12), sharey=True)\n", "q = ax[0].quiver(np.zeros_like(cenlat1), cenlat1, Umean1, Vmean1)\n", "ax[0].quiverkey(q, -178, 11, 0.25, '0.25 m/s', coordinates='data')\n", "ax[0].set_ylabel('Latitude')\n", "ax[0].set_title('Mean currents from drifters')\n", "#ax[0].set_aspect('equal')\n", "ax[0].set_ylim(-10, 12)\n", "cs = ax[1].plot(Vmean1, cenlat1, 'k')\n", "ax[1].set_title('meridional current')\n", "cs = ax[2].plot(Umean1, cenlat1, 'k')\n", "ax[2].set_title('zonal current')\n", "cs = ax[3].plot(np.sqrt(Ustd1**2+Vstd1**2), cenlat1, 'k')\n", "ax[3].set_title('standard deviation')\n", "cs = ax[4].plot(Tmean1, cenlat1, 'k')\n", "ax[4].set_title('mean temperature')\n" ] }, { "cell_type": "code", "execution_count": 39, "id": "average-shape", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Variable Type Data/Info\n", "--------------------------------------\n", "Tmean ndarray 39x205: 7995 elems, type `float64`, 63960 bytes\n", "Tmean1 ndarray 39: 39 elems, type `float64`, 312 bytes\n", "Tstd ndarray 39x205: 7995 elems, type `float64`, 63960 bytes\n", "Tstd1 ndarray 39: 39 elems, type `float64`, 312 bytes\n", "Umean ndarray 39x205: 7995 elems, type `float64`, 63960 bytes\n", "Umean1 ndarray 39: 39 elems, type `float64`, 312 bytes\n", "Ustd ndarray 39x205: 7995 elems, type `float64`, 63960 bytes\n", "Ustd1 ndarray 39: 39 elems, type `float64`, 312 bytes\n", "Vmean ndarray 39x205: 7995 elems, type `float64`, 63960 bytes\n", "Vmean1 ndarray 39: 39 elems, type `float64`, 312 bytes\n", "Vstd ndarray 39x205: 7995 elems, type `float64`, 63960 bytes\n", "Vstd1 ndarray 39: 39 elems, type `float64`, 312 bytes\n", "ax ndarray 5: 5 elems, type `object`, 40 bytes\n", "box ndarray 314: 314 elems, type `int64`, 2512 bytes\n", "boxlat ndarray 139149: 139149 elems, type `int64`, 1113192 bytes (1.0616226196289062 Mb)\n", "boxlon ndarray 15254: 15254 elems, type `int64`, 122032 bytes (119.171875 kb)\n", "cb Colorbar object at 0x7f4e9e34c128>\n", "cbaxes Axes Axes(0.11,0.05;0.8x0.03)\n", "cenlat ndarray 39x205: 7995 elems, type `float64`, 63960 bytes\n", "cenlat1 ndarray 39: 39 elems, type `float64`, 312 bytes\n", "cenlon ndarray 39x205: 7995 elems, type `float64`, 63960 bytes\n", "cs list n=1\n", "ctm QuadContourSet object at 0x7f4ea2c394a8>\n", "cts QuadContourSet object at 0x7f4e9e59a668>\n", "drifters DataFrame id month <...>244756 rows x 13 columns]\n", "fig Figure Figure(1080x864)\n", "ilat int 38\n", "ilon int 204\n", "np module kages/numpy/__init__.py'>\n", "pd module ages/pandas/__init__.py'>\n", "plt module es/matplotlib/pyplot.py'>\n", "q Quiver object at 0x7f4ea28fe7b8>\n", "strip ndarray 139149: 139149 elems, type `int64`, 1113192 bytes (1.0616226196289062 Mb)\n" ] } ], "source": [ "whos" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.7" } }, "nbformat": 4, "nbformat_minor": 5 }