From 290cd7785162acaf0a26785240c7d934e4e5cc95 Mon Sep 17 00:00:00 2001 From: FGeo Date: Wed, 25 Sep 2024 12:05:33 +0300 Subject: [PATCH] Use new source of T2 data --- 0_prepare_data.ipynb | 84 +++++++++++++++++++++++++++--------- 3_WRF_T2_images.ipynb | 14 +++--- data/WRF/WRF_T2_LATxMON.npy | Bin 17408 -> 17408 bytes 3 files changed, 70 insertions(+), 28 deletions(-) diff --git a/0_prepare_data.ipynb b/0_prepare_data.ipynb index 30c2e37..d29c7f7 100644 --- a/0_prepare_data.ipynb +++ b/0_prepare_data.ipynb @@ -18,7 +18,7 @@ }, { "cell_type": "code", - "execution_count": 56, + "execution_count": 2, "id": "7b2a7f44-b0cb-4471-a0c6-e56da23caf86", "metadata": {}, "outputs": [], @@ -39,7 +39,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "id": "36b9f49e-32e6-4544-a9d3-f6a8ba49d867", "metadata": {}, "outputs": [], @@ -51,7 +51,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "id": "78a4350c-59fb-479a-b7cd-e2bf9b996d36", "metadata": {}, "outputs": [], @@ -63,7 +63,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "id": "53cb9cc3-0e56-4da4-920b-2f071a0846fb", "metadata": {}, "outputs": [], @@ -89,32 +89,53 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "0e4d0268-208f-45c7-bb0a-b5e8d3c7c1f7", + "execution_count": 10, + "id": "87860fa8-0a9c-4304-9c3c-94561c3e966c", "metadata": {}, "outputs": [], "source": [ "# air temperature at the height of 2 m with the shape\n", - "# (number of days, number of latitudes, number of longitudes)\n", - "\n", - "# contains temperature values depending on (d, lat, lon)\n", - "\n", - "# d (axis 0) is the number of a day starting with 0 and ending with 5113\n", - "# every third day is taken\n", - "# d = 0 corresponds to 1 Jan 1980, d = 5113 corresponds to 30 Dec 2021\n", - "# d = 4991 corresponds to 29 Dec 2020\n", - "# (we will restrict our attention to 1980–2020)\n", - "\n", - "# lat (axis 2) describes the latitude (an integer in [0, 179])\n", - "\n", + "# (number of days, number of hours, number of latitudes, number of longitudes)\n", + "# contains temperature values depending on (d, h, lat, lon)\n", + "# d (axis 0) is the number of a day starting with 0 and ending with 5113\n", + "# every third day is taken\n", + "# d = 0 corresponds to 1 Jan 1980, \n", + "# d = 5113 corresponds to 30 Dec 2021\n", + "# d = 4991 corresponds to 29 Dec 2020\n", + "# (we will restrict our attention to 1980–2020)\n", + "# h (axis 1) is the hour of the day (an integer in [0, 24])\n", + "# the values corresponding to h = 0 and h = 24 are the same\n", + "# lat (axis 2) describes the latitude (an integer in [0, 179]) \n", "# lon (axis 3) describes the longitude (an integer in [0, 359])\n", "\n", - "wrf_T2_data = np.load(f\"{src_path}/T2-MAP-FULL.npy\")[:wrf_N_days]" + "wrf_T2_data = np.load(f\"{src_path}/WRF-T2-MAP.npy\")[:wrf_N_days]\n", + "wrf_T2_data_DAYxLAT = wrf_T2_data.mean(axis=(1, 3))" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 11, + "id": "1124d9f9-95d9-4c02-8176-82b9c0331d34", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(4992, 180)" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "wrf_T2_data_DAYxLAT.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 14, "id": "ec569ffd-93c2-4490-8ba1-69af4fab8f23", "metadata": {}, "outputs": [], @@ -129,11 +150,32 @@ " ]\n", "\n", " # putting values at specific month into averaged array\n", - " wrf_mon_T2[:, month_idx] = wrf_mean_T2[monthly_indicies].mean(axis=0)\n", + " wrf_mon_T2[:, month_idx] = wrf_T2_data_DAYxLAT[monthly_indicies].mean(axis=0)-273.15\n", "\n", "np.save(f\"./data/WRF/WRF_T2_LATxMON.npy\",wrf_mon_T2)" ] }, + { + "cell_type": "code", + "execution_count": 17, + "id": "b480c05f-4b06-4d33-9527-dbe2655ed251", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "27.894258059212177" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "wrf_mon_T2.max()" + ] + }, { "cell_type": "markdown", "id": "46d4f093-a420-42c7-b885-a8409d9d8ee4", diff --git a/3_WRF_T2_images.ipynb b/3_WRF_T2_images.ipynb index 315f3f1..9822146 100644 --- a/3_WRF_T2_images.ipynb +++ b/3_WRF_T2_images.ipynb @@ -19,7 +19,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 7, "id": "9a80a0a4-ef03-411d-b441-21434947e6ac", "metadata": {}, "outputs": [], @@ -30,7 +30,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 8, "id": "56ca6e5b-3400-4ba7-a050-9e241da9dea8", "metadata": {}, "outputs": [], @@ -43,7 +43,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 9, "id": "4161a87b-68b7-4fc2-aeff-3a05404a4bab", "metadata": {}, "outputs": [], @@ -56,7 +56,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 10, "id": "3ce18021-7bed-43a9-ba6d-6a4436700fff", "metadata": {}, "outputs": [], @@ -66,7 +66,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 11, "id": "33118b18-72fc-464a-a710-a7606a031e15", "metadata": {}, "outputs": [], @@ -77,13 +77,13 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 12, "id": "4ed444ff-2b06-416a-ac08-bf56eda7ae12", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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