diff --git a/Task2 数据分析.ipynb b/Task2 数据分析.ipynb deleted file mode 100644 index fe91647..0000000 --- a/Task2 数据分析.ipynb +++ /dev/null @@ -1,1412 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Datawhale 气象海洋预测-Task2 数据分析\n", - "数据分析是我们解决一个数据挖掘任务的重要一环,通过数据分析,我们可以了解标签的分布、数据中存在的缺失值和异常值、特征与标签之间的相关性、特征之间的相关性等,并根据数据分析的结果,指导我们后续的特征工程以及模型的选择和设计。\n", - "\n", - "在本次任务中,我们将探索赛题中给出的两份训练数据,可视化分析四个气象特征的分布情况,思考如何进行特征工程以及如何选择或设计模型来实现我们的预测目标。" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 学习目标\n", - "1. 学习如何探索并可视化分析气象数据。\n", - "2. 根据数据分析结果思考以下两个问题:\n", - " - 能否构造新的特征?如果可以,应该如何构造新的特征?\n", - " - 选择或设计什么样的模型进行预测?" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 内容介绍\n", - "1. 以SODA数据集为例,探索标签的分布情况\n", - " - 可视化总体数据中Nino3.4指数随时间的变化曲线\n", - " - 可视化样本中Nino3.4指数随时间的变化曲线\n", - "2. 以SST特征为例,进行海陆掩膜和插值分析\n", - " - 进行陆地掩膜,并对海洋部分的SST进行插值\n", - " - 以样本0为例,可视化每个月海洋的SST分布情况\n", - "3. 以CMIP数据集为例,进行缺失值分析\n", - " - 统计四个气象特征中缺失值的数量\n", - " - 以Ua特征为例,可视化分析缺失值的情况\n", - "4. 温度场和风场可视化\n", - " - 以样本0的第0月为例,可视化温度场和风场\n", - "5. 总结" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 代码示例" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "在本次任务中我们需要用到global_land_mask这个Python库,这个库可以根据输入的纬度和经度判断该点是否在陆地上。" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "安装global_land_mask" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": { - "execution": { - "iopub.execute_input": "2021-09-21T09:35:42.855611Z", - "iopub.status.busy": "2021-09-21T09:35:42.855058Z", - "iopub.status.idle": "2021-09-21T09:35:52.101821Z", - "shell.execute_reply": "2021-09-21T09:35:52.100192Z", - "shell.execute_reply.started": "2021-09-21T09:35:42.855562Z" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Collecting global_land_mask\n", - " Downloading global_land_mask-1.0.0-py3-none-any.whl (1.8 MB)\n", - "\u001b[K |████████████████████████████████| 1.8 MB 601 kB/s eta 0:00:01\n", - "\u001b[?25hInstalling collected packages: global-land-mask\n", - "Successfully installed global-land-mask-1.0.0\n", - "\u001b[33mWARNING: Running pip as root will break packages and permissions. You should install packages reliably by using venv: https://pip.pypa.io/warnings/venv\u001b[0m\n" - ] - } - ], - "source": [ - "!pip install global_land_mask" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": { - "execution": { - "iopub.execute_input": "2021-09-21T09:35:52.104314Z", - "iopub.status.busy": "2021-09-21T09:35:52.103918Z", - "iopub.status.idle": "2021-09-21T09:35:56.572983Z", - "shell.execute_reply": "2021-09-21T09:35:56.571945Z", - "shell.execute_reply.started": "2021-09-21T09:35:52.104269Z" - } - }, - "outputs": [], - "source": [ - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "import random\n", - "import netCDF4\n", - "import seaborn as sns\n", - "from global_land_mask import globe\n", - "from scipy import interpolate\n", - "plt.rcParams['font.sans-serif'] = ['SimHei'] #中文支持\n", - "%matplotlib inline" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 以SODA数据集为例,探索标签的分布情况" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": { - "execution": { - "iopub.execute_input": "2021-09-21T09:36:00.350727Z", - "iopub.status.busy": "2021-09-21T09:36:00.350345Z", - "iopub.status.idle": "2021-09-21T09:36:00.444801Z", - "shell.execute_reply": "2021-09-21T09:36:00.443813Z", - "shell.execute_reply.started": "2021-09-21T09:36:00.350690Z" - } - }, - "outputs": [], - "source": [ - "# 读取SODA数据\n", - "\n", - "# 存放数据的路径\n", - "path = '/kaggle/input/ninoprediction/'\n", - "data = netCDF4.Dataset(path + 'SODA_train.nc')\n", - "label = netCDF4.Dataset(path + 'SODA_label.nc')\n", - "label = np.array(label.variables['nino'])" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": { - "execution": { - "iopub.execute_input": "2021-09-21T09:36:01.128028Z", - "iopub.status.busy": "2021-09-21T09:36:01.127605Z", - "iopub.status.idle": "2021-09-21T09:36:01.132929Z", - "shell.execute_reply": "2021-09-21T09:36:01.131950Z", - "shell.execute_reply.started": "2021-09-21T09:36:01.127994Z" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(100, 36, 24, 72)\n" - ] - } - ], - "source": [ - "print(data.variables['sst'].shape)" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": { - "execution": { - "iopub.execute_input": "2021-09-21T09:36:02.370131Z", - "iopub.status.busy": "2021-09-21T09:36:02.369590Z", - "iopub.status.idle": "2021-09-21T09:36:02.379602Z", - "shell.execute_reply": "2021-09-21T09:36:02.378222Z", - "shell.execute_reply.started": "2021-09-21T09:36:02.370086Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(100, 36)" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "label.shape" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "可以看到,数据集中的每个样本是以某一年为起始的接下来36个月的气象数据,同样的,标签也是以这一年为起始的接下来36个月中每个月的Nino3.4指数。然而一年只有12个月,怎么会有36个月的数据呢?\n", - "\n", - "我们不妨来查看一下,将每个样本中的12个月进行拼接时,Nino3.4指数的变化曲线。" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": { - "execution": { - "iopub.execute_input": "2021-09-21T09:36:02.939166Z", - "iopub.status.busy": "2021-09-21T09:36:02.938763Z", - "iopub.status.idle": "2021-09-21T09:36:03.356846Z", - "shell.execute_reply": "2021-09-21T09:36:03.355777Z", - "shell.execute_reply.started": "2021-09-21T09:36:02.939129Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# 分别将样本中的0-12月、12-24月、24-36月进行拼接,绘制Nino3.4指数的变化曲线\n", - "plt.figure(figsize=(8, 10))\n", - "plt.subplots_adjust(hspace=0.4, wspace=0.4)\n", - "for i in range(3):\n", - " label_all = [label[j, 12*i:12*(i+1)] for j in range(label.shape[0])]\n", - " label_all = np.concatenate(label_all, axis=0)\n", - " plt.subplot(3, 1, i+1)\n", - " plt.plot(label_all, 'k', linewidth=1)\n", - " plt.xlabel('Time / month')\n", - " plt.ylabel('Nino')\n", - " plt.title('nino: month{}-{}'.format(12*i, 12*(i+1)))\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "从图中可以看出,三条曲线的变化趋势是完全相同的,只是在时间上有12个月的位移。这说明,重叠部分的标签是相同的,给出这样的样本的目的是可以以前12个月作为模型的输入X、后24个月为预测目标Y构建训练样本。\n", - "\n", - "进一步思考,将每个样本构建一个训练样本,那么我们所能得到的训练数据量就只有4645(CMIP数据)+100(SODA数据)=4745条,这样小的数据量用于模型训练必然是不够的,那么如何增加数据量呢?这个问题留待大家思考。" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "同样的,我们可以随机抽取三个样本,查看每个样本中的Nino3.4指数变化曲线。" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": { - "execution": { - "iopub.execute_input": "2021-09-21T09:36:03.630377Z", - "iopub.status.busy": "2021-09-21T09:36:03.629805Z", - "iopub.status.idle": "2021-09-21T09:36:03.979038Z", - "shell.execute_reply": "2021-09-21T09:36:03.978045Z", - "shell.execute_reply.started": "2021-09-21T09:36:03.630340Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# 随机抽取三个样本,绘制Nino3.4指数变化曲线\n", - "plt.figure(figsize=(8, 10))\n", - "plt.subplots_adjust(hspace=0.4, wspace=0.4)\n", - "for i in range(3):\n", - " y = random.randint(0, label.shape[0])\n", - " plt.subplot(3, 1, i+1)\n", - " plt.plot(label[y], 'k', linewidth=1)\n", - " plt.xlabel('Time / month')\n", - " plt.ylabel('Nino')\n", - " plt.title('nino: year{}'.format(y))\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 以SST特征为例,进行海陆掩膜和插值分析" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "在给定数据中,经度和纬度坐标都是离散的,每隔5度有一个坐标点,在这样的经纬度坐标下的SST值也是离散的,因此我们以样本0第0月的SST数据为例,用插值函数来拟合经纬度坐标与SST值之间的函数关系,得到平滑的SST分布。" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": { - "execution": { - "iopub.execute_input": "2021-09-21T09:36:19.090557Z", - "iopub.status.busy": "2021-09-21T09:36:19.090192Z", - "iopub.status.idle": "2021-09-21T09:36:19.101204Z", - "shell.execute_reply": "2021-09-21T09:36:19.099983Z", - "shell.execute_reply.started": "2021-09-21T09:36:19.090524Z" - } - }, - "outputs": [], - "source": [ - "lon = np.array(data.variables['lon'])\n", - "lat = np.array(data.variables['lat'])" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": { - "execution": { - "iopub.execute_input": "2021-09-21T09:36:23.611696Z", - "iopub.status.busy": "2021-09-21T09:36:23.611313Z", - "iopub.status.idle": "2021-09-21T09:36:23.621496Z", - "shell.execute_reply": "2021-09-21T09:36:23.620414Z", - "shell.execute_reply.started": "2021-09-21T09:36:23.611658Z" - } - }, - "outputs": [], - "source": [ - "x = lon\n", - "y = lat\n", - "# 以纬度和经度生成网格点坐标矩阵\n", - "xx, yy = np.meshgrid(x, y)\n", - "# 取样本0第0月的SST值\n", - "z = data.variables['sst'][0, 0]\n", - "# 采用三次多项式插值,得到z = f(x, y)的函数f\n", - "f = interpolate.interp2d(x, y, z, kind = 'cubic')" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": { - "execution": { - "iopub.execute_input": "2021-09-21T09:36:24.649851Z", - "iopub.status.busy": "2021-09-21T09:36:24.649454Z", - "iopub.status.idle": "2021-09-21T09:36:24.657507Z", - "shell.execute_reply": "2021-09-21T09:36:24.656285Z", - "shell.execute_reply.started": "2021-09-21T09:36:24.649812Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "array([ 0., 5., 10., 15., 20., 25., 30., 35., 40., 45., 50.,\n", - " 55., 60., 65., 70., 75., 80., 85., 90., 95., 100., 105.,\n", - " 110., 115., 120., 125., 130., 135., 140., 145., 150., 155., 160.,\n", - " 165., 170., 175., 180., 185., 190., 195., 200., 205., 210., 215.,\n", - " 220., 225., 230., 235., 240., 245., 250., 255., 260., 265., 270.,\n", - " 275., 280., 285., 290., 295., 300., 305., 310., 315., 320., 325.,\n", - " 330., 335., 340., 345., 350., 355.])" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "x" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "经度的实际取值是从-180°到0°到180°,而给定的数据中经度的取值是0°到360度每间隔5°取一个坐标值,因此在之后判断是否为陆地时需要转换为实际的经度。" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": { - "execution": { - "iopub.execute_input": "2021-09-21T09:36:25.574234Z", - "iopub.status.busy": "2021-09-21T09:36:25.573855Z", - "iopub.status.idle": "2021-09-21T09:36:25.580766Z", - "shell.execute_reply": "2021-09-21T09:36:25.579826Z", - "shell.execute_reply.started": "2021-09-21T09:36:25.574193Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "array([-55., -50., -45., -40., -35., -30., -25., -20., -15., -10., -5.,\n", - " 0., 5., 10., 15., 20., 25., 30., 35., 40., 45., 50.,\n", - " 55., 60.])" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "y" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "数据中纬度的取值也是每间隔5°取一个坐标值。" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "判断每个经纬度坐标点是否在陆地上,用空值遮盖陆地部分,便于观察海洋上SST的分布。" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": { - "execution": { - "iopub.execute_input": "2021-09-21T09:36:26.181036Z", - "iopub.status.busy": "2021-09-21T09:36:26.180671Z", - "iopub.status.idle": "2021-09-21T09:36:26.331017Z", - "shell.execute_reply": "2021-09-21T09:36:26.329963Z", - "shell.execute_reply.started": "2021-09-21T09:36:26.181001Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# 将经度x转换为实际经度重新生成网格点坐标矩阵\n", - "lon_grid, lat_grid = np.meshgrid(x-180, y)\n", - "# 判断坐标矩阵上的网格点是否为陆地\n", - "is_on_land = globe.is_land(lat_grid, lon_grid)\n", - "is_on_land = np.concatenate([is_on_land[:, x >= 180], is_on_land[:, x < 180]], axis=1)\n", - "# 进行陆地掩膜,将陆地的SST设为空值\n", - "z[is_on_land] = np.nan\n", - "# 可视化掩膜结果,黄色为陆地,紫色为海洋\n", - "plt.imshow(is_on_land[::-1, :])" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": { - "execution": { - "iopub.execute_input": "2021-09-21T09:36:27.151099Z", - "iopub.status.busy": "2021-09-21T09:36:27.150696Z", - "iopub.status.idle": "2021-09-21T09:36:27.157387Z", - "shell.execute_reply": "2021-09-21T09:36:27.156661Z", - "shell.execute_reply.started": "2021-09-21T09:36:27.151057Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(24, 72)" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "z.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": { - "execution": { - "iopub.execute_input": "2021-09-21T09:36:27.991389Z", - "iopub.status.busy": "2021-09-21T09:36:27.991003Z", - "iopub.status.idle": "2021-09-21T09:36:28.145122Z", - "shell.execute_reply": "2021-09-21T09:36:28.143854Z", - "shell.execute_reply.started": "2021-09-21T09:36:27.991349Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# 可视化海洋上的SST分布\n", - "plt.imshow(z[::-1, :], cmap=plt.cm.RdBu_r)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "由上图可以看到,SST的分布是离散的,我们用之前得到的插值函数来平滑SST值,可视化平滑后的SST分布。" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": { - "execution": { - "iopub.execute_input": "2021-09-21T09:36:28.529209Z", - "iopub.status.busy": "2021-09-21T09:36:28.528840Z", - "iopub.status.idle": "2021-09-21T09:36:28.833119Z", - "shell.execute_reply": "2021-09-21T09:36:28.831932Z", - "shell.execute_reply.started": "2021-09-21T09:36:28.529175Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# 设置间隔为1°的经纬度坐标网格,用插值函数得到该坐标网格点的SST值\n", - "xnew = np.arange(0, 356, 1)\n", - "ynew = np.arange(-65, 66, 1)\n", - "znew = f(xnew, ynew)\n", - "lon_grid, lat_grid = np.meshgrid(xnew-180, ynew)\n", - "is_on_land = globe.is_land(lat_grid, lon_grid)\n", - "is_on_land = np.concatenate([is_on_land[:, xnew >= 180], is_on_land[:, xnew < 180]], axis=1)\n", - "# 同样进行陆地掩膜\n", - "znew[is_on_land] = np.nan\n", - "# 绘制平滑后的SST分布图\n", - "plt.imshow(znew[::-1, :], cmap=plt.cm.RdBu_r)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "我们用同样的方法绘制样本0中每个月的SST分布图,观察SST分布的变化。" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": { - "execution": { - "iopub.execute_input": "2021-09-21T09:36:33.181095Z", - "iopub.status.busy": "2021-09-21T09:36:33.180481Z", - "iopub.status.idle": "2021-09-21T09:36:37.402690Z", - "shell.execute_reply": "2021-09-21T09:36:37.401863Z", - "shell.execute_reply.started": "2021-09-21T09:36:33.181047Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# 绘制0年36个月的海陆掩膜\n", - "for i in range(1):\n", - " plt.figure(figsize=(15, 18))\n", - " for j in range(36):\n", - " x = lon\n", - " y = lat\n", - " xx, yy = np.meshgrid(x, y)\n", - " z = data.variables['sst'][i, j]\n", - " f = interpolate.interp2d(x, y, z, kind='cubic')\n", - " \n", - " xnew = np.arange(0, 356, 1)\n", - " ynew = np.arange(-65, 66, 1)\n", - " znew = f(xnew, ynew)\n", - " \n", - " lon_grid, lat_grid = np.meshgrid(xnew-180, ynew)\n", - " is_on_land = globe.is_land(lat_grid, lon_grid)\n", - " is_on_land = np.concatenate([is_on_land[:, xnew >= 180], is_on_land[:, xnew < 180]], axis=1)\n", - " znew[is_on_land] = np.nan\n", - " plt.subplot(9, 4, j+1)\n", - " plt.imshow(znew[::-1, :], cmap=plt.cm.RdBu_r)\n", - " plt.title('sst - year:{}, month:{}'.format(i+1, j+1))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "可以看到,SST在每12个月中的前4个月和后4个月都较低,在中间4个月时较高,这说明,海表温度在春季和冬季较低,在夏季和秋季呈现逐渐升高到最高点然后逐渐降低的变化趋势,这与我们的认知常识是相符的。\n", - "\n", - "大家也可以用同样的方法观察分析其它三个气象特征的变化趋势。" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 以CMIP数据集为例,进行缺失值分析" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": { - "execution": { - "iopub.execute_input": "2021-09-21T09:36:37.404226Z", - "iopub.status.busy": "2021-09-21T09:36:37.403848Z", - "iopub.status.idle": "2021-09-21T09:36:37.477141Z", - "shell.execute_reply": "2021-09-21T09:36:37.476352Z", - "shell.execute_reply.started": "2021-09-21T09:36:37.404197Z" - } - }, - "outputs": [], - "source": [ - "# 读取CMIP数据\n", - "\n", - "# 存放数据的路径\n", - "path = '/kaggle/input/ninoprediction/'\n", - "data = netCDF4.Dataset(path + 'CMIP_train.nc')\n", - "label = netCDF4.Dataset(path + 'CMIP_label.nc')\n", - "label = np.array(label.variables['nino'])" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": { - "execution": { - "iopub.execute_input": "2021-09-21T09:36:37.478830Z", - "iopub.status.busy": "2021-09-21T09:36:37.478423Z", - "iopub.status.idle": "2021-09-21T09:36:39.976237Z", - "shell.execute_reply": "2021-09-21T09:36:39.975349Z", - "shell.execute_reply.started": "2021-09-21T09:36:37.478799Z" - } - }, - "outputs": [], - "source": [ - "# 获得陆地的掩膜\n", - "lon_grid, lat_grid = np.meshgrid(x-180, y)\n", - "is_on_land = globe.is_land(lat_grid, lon_grid)\n", - "is_on_land = np.concatenate([is_on_land[:, x >= 180], is_on_land[:, x < 180]], axis=1)\n", - "mask = np.zeros(data.variables['sst'].shape, dtype=int)\n", - "mask[:, :, :, :] = is_on_land[np.newaxis, np.newaxis, :, :]" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": { - "execution": { - "iopub.execute_input": "2021-09-21T09:36:39.978359Z", - "iopub.status.busy": "2021-09-21T09:36:39.977750Z", - "iopub.status.idle": "2021-09-21T09:37:01.114125Z", - "shell.execute_reply": "2021-09-21T09:37:01.113119Z", - "shell.execute_reply.started": "2021-09-21T09:36:39.978311Z" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "before: 0\n" - ] - } - ], - "source": [ - "# 查看SST特征的缺失值数量\n", - "name = 'sst'\n", - "data_ = np.array(data.variables[name])\n", - "before_nan = np.sum(np.isnan(data_))\n", - "print('before:', before_nan)" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": { - "execution": { - "iopub.execute_input": "2021-09-21T09:37:01.115714Z", - "iopub.status.busy": "2021-09-21T09:37:01.115409Z", - "iopub.status.idle": "2021-09-21T09:37:21.480846Z", - "shell.execute_reply": "2021-09-21T09:37:21.479586Z", - "shell.execute_reply.started": "2021-09-21T09:37:01.115669Z" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "before: 3055032\n" - ] - } - ], - "source": [ - "# 查看T300特征的缺失值数量\n", - "name = 't300'\n", - "data_ = np.array(data.variables[name])\n", - "before_nan = np.sum(np.isnan(data_))\n", - "print('before:', before_nan)" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": { - "execution": { - "iopub.execute_input": "2021-09-21T09:37:21.483698Z", - "iopub.status.busy": "2021-09-21T09:37:21.483234Z", - "iopub.status.idle": "2021-09-21T09:37:41.840999Z", - "shell.execute_reply": "2021-09-21T09:37:41.840095Z", - "shell.execute_reply.started": "2021-09-21T09:37:21.483649Z" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "before: 13921123\n" - ] - } - ], - "source": [ - "# 查看Va特征的缺失值数量\n", - "name = 'va'\n", - "data_ = np.array(data.variables[name])\n", - "before_nan = np.sum(np.isnan(data_))\n", - "print('before:', before_nan)" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "metadata": { - "execution": { - "iopub.execute_input": "2021-09-21T09:37:41.842509Z", - "iopub.status.busy": "2021-09-21T09:37:41.842114Z", - "iopub.status.idle": "2021-09-21T09:38:02.676230Z", - "shell.execute_reply": "2021-09-21T09:38:02.675488Z", - "shell.execute_reply.started": "2021-09-21T09:37:41.842478Z" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "before: 13921123\n" - ] - } - ], - "source": [ - "# 查看Ua特征的缺失值数量\n", - "name = 'ua'\n", - "data_ = np.array(data.variables[name])\n", - "before_nan = np.sum(np.isnan(data_))\n", - "print('before:', before_nan)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "四个气象特征中,SST特征不存在缺失值,Va和Ua特征中的缺失值数量最多。" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "接下来以Ua特征为例,可视化分析缺失值的情况。" - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "metadata": { - "execution": { - "iopub.execute_input": "2021-09-21T09:38:02.677558Z", - "iopub.status.busy": "2021-09-21T09:38:02.677196Z", - "iopub.status.idle": "2021-09-21T09:38:04.847541Z", - "shell.execute_reply": "2021-09-21T09:38:04.846784Z", - "shell.execute_reply.started": "2021-09-21T09:38:02.677530Z" - } - }, - "outputs": [], - "source": [ - "# 统计每年每月中Ua特征的缺失值数量\n", - "m = np.zeros(data_.shape[0:2])\n", - "for i in range(data_.shape[0]):\n", - " for j in range(data_.shape[1]):\n", - " if np.sum(np.isnan(data_[i][j])) != 0:\n", - " m[i, j] = np.sum(np.isnan(data_[i, j]))" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "metadata": { - "execution": { - "iopub.execute_input": "2021-09-21T09:38:04.848929Z", - "iopub.status.busy": "2021-09-21T09:38:04.848516Z", - "iopub.status.idle": "2021-09-21T09:38:04.968493Z", - "shell.execute_reply": "2021-09-21T09:38:04.967321Z", - "shell.execute_reply.started": "2021-09-21T09:38:04.848898Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# 计算每一年的缺失值\n", - "before = np.sum(m, axis=1)\n", - "# 可视化每一年的缺失值数量\n", - "plt.plot(before, 'k')\n", - "plt.ylabel('nan count')\n", - "plt.xlabel('year')\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "可以看到在某些年份中存在较多缺失值。" - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "metadata": { - "execution": { - "iopub.execute_input": "2021-09-21T09:38:04.970175Z", - "iopub.status.busy": "2021-09-21T09:38:04.969869Z", - "iopub.status.idle": "2021-09-21T09:38:04.975649Z", - "shell.execute_reply": "2021-09-21T09:38:04.975004Z", - "shell.execute_reply.started": "2021-09-21T09:38:04.970142Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "755" - ] - }, - "execution_count": 26, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# 查看Ua特征中存在缺失值的年数\n", - "len(np.where(before!=0)[0])" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "我们取样本1900来观察Ua特征的分布。" - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "metadata": { - "execution": { - "iopub.execute_input": "2021-09-21T09:38:04.977099Z", - "iopub.status.busy": "2021-09-21T09:38:04.976719Z", - "iopub.status.idle": "2021-09-21T09:38:05.137183Z", - "shell.execute_reply": "2021-09-21T09:38:05.136154Z", - "shell.execute_reply.started": "2021-09-21T09:38:04.977070Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 27, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# 可视化样本1900中Ua特征的分布\n", - "plt.imshow(data_[1900, 0][::-1, :])" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "上图中白色部分即为缺失值,可以看到,缺失值多数分布在陆地上,我们将陆地部分进行填充,观察填充后Ua的分布。" - ] - }, - { - "cell_type": "code", - "execution_count": 28, - "metadata": { - "execution": { - "iopub.execute_input": "2021-09-21T09:38:05.140845Z", - "iopub.status.busy": "2021-09-21T09:38:05.140509Z", - "iopub.status.idle": "2021-09-21T09:38:05.980639Z", - "shell.execute_reply": "2021-09-21T09:38:05.979721Z", - "shell.execute_reply.started": "2021-09-21T09:38:05.140814Z" - } - }, - "outputs": [], - "source": [ - "# 将陆地位置填0\n", - "data_[mask==1] = 0" - ] - }, - { - "cell_type": "code", - "execution_count": 29, - "metadata": { - "execution": { - "iopub.execute_input": "2021-09-21T09:38:24.700564Z", - "iopub.status.busy": "2021-09-21T09:38:24.700216Z", - "iopub.status.idle": "2021-09-21T09:38:24.849154Z", - "shell.execute_reply": "2021-09-21T09:38:24.848070Z", - "shell.execute_reply.started": "2021-09-21T09:38:24.700533Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 29, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# 可视化填充后样本1900中Ua特征的分布\n", - "plt.imshow(data_[1900, 0][::-1, :])" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "对陆地部分进行填充后缺失值数量大大减少。" - ] - }, - { - "cell_type": "code", - "execution_count": 30, - "metadata": { - "execution": { - "iopub.execute_input": "2021-09-21T09:38:25.104918Z", - "iopub.status.busy": "2021-09-21T09:38:25.104527Z", - "iopub.status.idle": "2021-09-21T09:38:25.837020Z", - "shell.execute_reply": "2021-09-21T09:38:25.835948Z", - "shell.execute_reply.started": "2021-09-21T09:38:25.104886Z" - } - }, - "outputs": [], - "source": [ - "# 统计填充后缺失值的数量\n", - "after_nan = np.sum(np.isnan(data_))" - ] - }, - { - "cell_type": "code", - "execution_count": 31, - "metadata": { - "execution": { - "iopub.execute_input": "2021-09-21T09:38:26.270943Z", - "iopub.status.busy": "2021-09-21T09:38:26.270573Z", - "iopub.status.idle": "2021-09-21T09:38:26.277137Z", - "shell.execute_reply": "2021-09-21T09:38:26.275860Z", - "shell.execute_reply.started": "2021-09-21T09:38:26.270911Z" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "before: 13921123 \n", - "after: 2440742 \n", - "percentage: 0.824673\n" - ] - } - ], - "source": [ - "print('before: %d \\nafter: %d \\npercentage: %f'%(before_nan, after_nan, 1 - float(after_nan) / before_nan))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "陆地部分填充处理了82%的缺失值。" - ] - }, - { - "cell_type": "code", - "execution_count": 32, - "metadata": { - "execution": { - "iopub.execute_input": "2021-09-21T09:38:27.651814Z", - "iopub.status.busy": "2021-09-21T09:38:27.651423Z", - "iopub.status.idle": "2021-09-21T09:38:29.936855Z", - "shell.execute_reply": "2021-09-21T09:38:29.935731Z", - "shell.execute_reply.started": "2021-09-21T09:38:27.651778Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# 可视化填充后每一年的缺失值数量\n", - "m = np.zeros(data_.shape[0: 2])\n", - "for i in range(data_.shape[0]):\n", - " for j in range(data_.shape[1]):\n", - " if np.sum(np.isnan(data_[i, j])) != 0:\n", - " m[i, j] = np.sum(np.isnan(data_[i, j]))\n", - "after = np.sum(m, axis=1)\n", - "plt.plot(after, 'k')\n", - "plt.ylabel('nan count')\n", - "plt.xlabel('year')\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 33, - "metadata": { - "execution": { - "iopub.execute_input": "2021-09-21T09:38:29.939151Z", - "iopub.status.busy": "2021-09-21T09:38:29.938721Z", - "iopub.status.idle": "2021-09-21T09:38:30.088245Z", - "shell.execute_reply": "2021-09-21T09:38:30.087537Z", - "shell.execute_reply.started": "2021-09-21T09:38:29.939107Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# 对比填充前后每一年缺失值的数量\n", - "plt.plot(before, 'k')\n", - "plt.plot(after, 'r')\n", - "plt.legend(['before', 'after'])\n", - "plt.title(name)\n", - "plt.ylabel('nan count')\n", - "plt.xlabel('year')\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 温度场和风场可视化" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "在气候问题中,温度与风向往往是密切相关的。当温度越高时,气压越低,空气向上流动,温度越低时,气压越高,空气向下流动,于是温度高的地方上方的空气就会向温度低的地方流动,形成风。因此在分析气候问题时,我们往往会把温度和风向放在一起进行可视化。\n", - "\n", - "如何把风向可视化呢?这里我们要用到plt.quiver()这个函数。\n", - "\n", - "plt.quiver()用于绘制二维的向量场,主要输入参数有:\n", - "\n", - "- X:向量起始点的X轴坐标\n", - "- Y:向量起始点的Y轴坐标\n", - "- U:向量的X轴分量\n", - "- V:向量的Y轴分量\n", - "\n", - "详细的用法可以参考官网:https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.quiver.html" - ] - }, - { - "cell_type": "code", - "execution_count": 34, - "metadata": { - "execution": { - "iopub.execute_input": "2021-09-21T09:38:30.090032Z", - "iopub.status.busy": "2021-09-21T09:38:30.089528Z", - "iopub.status.idle": "2021-09-21T09:38:30.103129Z", - "shell.execute_reply": "2021-09-21T09:38:30.102238Z", - "shell.execute_reply.started": "2021-09-21T09:38:30.089993Z" - } - }, - "outputs": [], - "source": [ - "# 对温度场SST进行插值,得到插值函数\n", - "x = lon\n", - "y = lat\n", - "xx, yy = np.meshgrid(x, y)\n", - "z = data.variables['sst'][0, 0]\n", - "f = interpolate.interp2d(x, y, z, kind='cubic')" - ] - }, - { - "cell_type": "code", - "execution_count": 35, - "metadata": { - "execution": { - "iopub.execute_input": "2021-09-21T09:38:30.894801Z", - "iopub.status.busy": "2021-09-21T09:38:30.894251Z", - "iopub.status.idle": "2021-09-21T09:38:30.907848Z", - "shell.execute_reply": "2021-09-21T09:38:30.906799Z", - "shell.execute_reply.started": "2021-09-21T09:38:30.894761Z" - } - }, - "outputs": [], - "source": [ - "# 获得陆地掩膜\n", - "lon_grid, lat_grid = np.meshgrid(x-180, y)\n", - "is_on_land = globe.is_land(lat_grid, lon_grid)\n", - "is_on_land = np.concatenate([is_on_land[:,x>=180], is_on_land[:,x<180]], axis=1)\n", - "\n", - "# 对Ua和Va进行陆地掩膜\n", - "ua = data.variables['ua'][0, 0]\n", - "ua[is_on_land] = np.nan\n", - "va = data.variables['va'][0, 0]\n", - "va[is_on_land] = np.nan" - ] - }, - { - "cell_type": "code", - "execution_count": 36, - "metadata": { - "execution": { - "iopub.execute_input": "2021-09-21T09:38:31.893288Z", - "iopub.status.busy": "2021-09-21T09:38:31.892939Z", - "iopub.status.idle": "2021-09-21T09:38:32.363289Z", - "shell.execute_reply": "2021-09-21T09:38:32.362078Z", - "shell.execute_reply.started": "2021-09-21T09:38:31.893259Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# 插值后生成平滑的SST分布\n", - "xnew = np.arange(0, 356, 1)\n", - "ynew = np.arange(-65, 66, 1)\n", - "znew = f(xnew, ynew)\n", - "\n", - "# 对平滑后的SST进行陆地掩膜\n", - "lon_grid, lat_grid = np.meshgrid(xnew-180, ynew)\n", - "is_on_land = globe.is_land(lat_grid, lon_grid)\n", - "is_on_land = np.concatenate([is_on_land[:, xnew >= 180], is_on_land[:, xnew < 180]], axis=1)\n", - "znew[is_on_land] = np.nan\n", - "\n", - "# 绘制温度场\n", - "plt.figure(figsize=(15, 10))\n", - "plt.imshow(znew[::-1, :], cmap=plt.cm.RdBu_r)\n", - "plt.colorbar(orientation='horizontal') # 显示水平颜色条\n", - "# 绘制风向场,其实这里准确来说绘制的是风向异常的向量,而非实际的风向\n", - "plt.quiver(lon, lat+65, ua[::-1, :], va[::-1, :], alpha=0.8) # 在坐标(lon, lat)处绘制与sqrt(ua^2, va^2)成正比长度的箭头\n", - "plt.title('year0-month0: SST/UA-VA')\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "从上图中可以看出,温度异常SST在0值附近时没有明显的风向异常,而在其他区域风向异常通常由SST值大的地方指向SST值小的地方。\n", - "\n", - "ENSO现象是指在温度场上赤道东太平洋温度持续异常增暖,在风向场上热带东太平洋与热带西太平洋气压变化(表现为风向)相反的现象。在上图这个样本中没有出现ENSO现象,大家可以用同样的方法绘制并观察存在ENSO现象(Nino3.4指数连续5个月超过0.5℃)的样本的温度和风场。" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 总结" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "在以上的数据分析中,不难看出我们在分析气象问题时,采用的仍然是通用的数据分析思路:分析标签 -> 分析特征(包括特征分布、特征与特征的关系、特征与标签的关系) -> 分析数据的基本情况(包括缺失值、异常值、重复值等)。这个思路大家可以灵活应用到各种问题的分析中去,不至于拿到数据后无从下手。\n", - "\n", - "通过以上的数据分析,我们可以得到以下结论:\n", - "\n", - "1. 重叠部分的标签是相同的,为了增加数据量,我们可以从每条数据中取固定的12个月拼接起来,用滑窗构建训练数据集。\n", - "2. SST特征中没有缺失值,在其他特征中,缺失值基本上在陆地部分,将陆地部分用0填充可以解决绝大部分的缺失值。\n", - "\n", - "细心的同学会发现,在上述的结论中没有提到SST分布、温度和风场可视化等我们在前面做的一些分析结果。原因是在实际的竞赛过程中,这些分析并没有对后续的特征工程或模型构造起到指导作用,再深究其根本原因,是我们并不能从这些分析中找到构造新的特征的思路,这就回答了我们开篇提出的第一个思考问题——能否构造新的特征,目前的答案是不能。\n", - "\n", - "从目前各位TOP选手的思路以及相关的ENSO预测的论文来看,大家的目光都聚焦在如何构建模型上,而跳过了构造特征这个步骤。我认为原因在于给出的这四个特征已经是从气象问题中抽取出来的相互独立的特征,已经是高度凝练、与预测目标具有高度相关性的特征,不必要也很难从特征之间的关联性入手构造新的特征。更有意思的事情是,在竞赛过程中我们发现,单纯使用SST特征比使用所有的四个特征有更好的效果,因为Nino3.4指数的定义就是从当月开始连续5个月的SST的滑动平均值。\n", - "\n", - "那么我们为什么仍然要做这些数据分析呢?其一是为了对数据、对问题背景加深了解;其二是希望大家不要局限于本赛题,能够把这些分析方法迁移到其他时空数据的分析中去。" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 作业\n", - "\n", - "现在,问题已经很明确了,我们要实现的目标是构造一个模型来充分挖掘时间和空间信息,同时由于数据量小,再构建模型时要充分考虑到如何降低过拟合风险。在学习TOP选手的方案之前,请尝试思考你会如何构造模型。" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 参考文献\n", - "\n", - "1. https://gitee.com/Little_Six/aiweather-ocean-forecasts/blob/master/code/EDA.ipynb?spm=5176.21852664.0.0.4aab7f46PqZUih&file=EDA.ipynb\n", - "2. https://climatedataguide.ucar.edu/climate-data/nino-sst-indices-nino-12-3-34-4-oni-and-tni\n", - "3. https://cmdp.ncc-cma.net/pred/cn_enso.php?product=cn_enso_nino_indices" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "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": "3.7.3" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -}