From b34e707b0f246123d293630bca022673accd8746 Mon Sep 17 00:00:00 2001 From: jameswilburlewis Date: Tue, 16 Apr 2024 23:49:45 -0700 Subject: [PATCH] Zoom in on Kyoto Dst data --- ...g_the_Heliosphere_Summer_School_2024.ipynb | 48 ++++++++++++------- 1 file changed, 30 insertions(+), 18 deletions(-) diff --git a/pyspedas_examples/notebooks/Exploring_the_Heliosphere_Summer_School_2024.ipynb b/pyspedas_examples/notebooks/Exploring_the_Heliosphere_Summer_School_2024.ipynb index 6fac68b..c7890d3 100644 --- a/pyspedas_examples/notebooks/Exploring_the_Heliosphere_Summer_School_2024.ipynb +++ b/pyspedas_examples/notebooks/Exploring_the_Heliosphere_Summer_School_2024.ipynb @@ -3493,7 +3493,11 @@ }, { "cell_type": "code", - "source": "dst_vars = pyspedas.kyoto.dst(trange=['2023-03-01', '2023-04-01'])", + "source": [ + "from pytplot import time_clip\n", + "dst_vars = pyspedas.kyoto.dst(trange=['2023-03-23', '2023-03-25'],time_clip=True)\n", + "time_clip('SYM_H',time_start='2023-03-23',time_end='2023-03-25')" + ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -3501,8 +3505,8 @@ "id": "toyiPwg0oVbQ", "outputId": "3551c0e3-90ee-4368-8098-9375cadf25af", "ExecuteTime": { - "end_time": "2024-04-17T06:20:04.985302Z", - "start_time": "2024-04-17T06:20:03.239736Z" + "end_time": "2024-04-17T06:49:08.982819Z", + "start_time": "2024-04-17T06:49:07.337289Z" } }, "outputs": [ @@ -3510,23 +3514,31 @@ "name": "stderr", "output_type": "stream", "text": [ - "16-Apr-24 23:20:04: **************************************************************************************\n", - "16-Apr-24 23:20:04: The DST data are provided by the World Data Center for Geomagnetism, Kyoto, and\n", - "16-Apr-24 23:20:04: are not for redistribution (http://wdc.kugi.kyoto-u.ac.jp/). Furthermore, we thank\n", - "16-Apr-24 23:20:04: the geomagnetic observatories (Kakioka [JMA], Honolulu and San Juan [USGS], Hermanus\n", - "16-Apr-24 23:20:04: [RSA], Alibag [IIG]), NiCT, INTERMAGNET, and many others for their cooperation to\n", - "16-Apr-24 23:20:04: make the Dst index available.\n", - "16-Apr-24 23:20:04: **************************************************************************************\n" + "16-Apr-24 23:49:08: **************************************************************************************\n", + "16-Apr-24 23:49:08: The DST data are provided by the World Data Center for Geomagnetism, Kyoto, and\n", + "16-Apr-24 23:49:08: are not for redistribution (http://wdc.kugi.kyoto-u.ac.jp/). Furthermore, we thank\n", + "16-Apr-24 23:49:08: the geomagnetic observatories (Kakioka [JMA], Honolulu and San Juan [USGS], Hermanus\n", + "16-Apr-24 23:49:08: [RSA], Alibag [IIG]), NiCT, INTERMAGNET, and many others for their cooperation to\n", + "16-Apr-24 23:49:08: make the Dst index available.\n", + "16-Apr-24 23:49:08: **************************************************************************************\n" ] + }, + { + "data": { + "text/plain": [ + "['SYM_H-tclip']" + ] + }, + "execution_count": 73, + "metadata": {}, + "output_type": "execute_result" } ], - "execution_count": 27 + "execution_count": 73 }, { "cell_type": "code", - "source": [ - "tplot(['kyoto_dst', 'SYM_H'])" - ], + "source": "tplot(['kyoto_dst', 'SYM_H-tclip'])", "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -3535,8 +3547,8 @@ "id": "cH9a0lVnrvM_", "outputId": "89ee27e7-3ea7-46f9-bd48-ddc3ec021d70", "ExecuteTime": { - "end_time": "2024-04-17T06:20:08.901661Z", - "start_time": "2024-04-17T06:20:08.745280Z" + "end_time": "2024-04-17T06:49:11.149213Z", + "start_time": "2024-04-17T06:49:11.006993Z" } }, "outputs": [ @@ -3545,13 +3557,13 @@ "text/plain": [ "
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" + "image/png": 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" }, "metadata": {}, "output_type": "display_data" } ], - "execution_count": 28 + "execution_count": 74 }, { "cell_type": "markdown",