├── 有氧運動 └── README.md ├── README.md ├── 旅遊減碳 ├── eco_friendly_travel_taiwan_resized.png ├── travel.md └── README.md ├── fork ├── link └── README.md ├── 高雄碼頭發展史 └── README.md ├── demo1.ipynb └── python專案 └── demo1.ipynb /有氧運動/README.md: -------------------------------------------------------------------------------- 1 | # 增加有氧運動 2 | - 項目1 3 | - 項目2 4 | - 項目3 5 | 6 | 7 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # __2025_03_15_chillee__ 2 | 3 | ## 上課連線網址 4 | https://meet.google.com/wuz-jexe-rhq 5 | 6 | ## [旅遊減碳](./旅遊減碳) 7 | 2025_03_15 致理 github課程 8 | -------------------------------------------------------------------------------- /旅遊減碳/eco_friendly_travel_taiwan_resized.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/roberthsu2003/__2025_03_15_chillee__/HEAD/旅遊減碳/eco_friendly_travel_taiwan_resized.png -------------------------------------------------------------------------------- /旅遊減碳/travel.md: -------------------------------------------------------------------------------- 1 | # Travel 2 | ## 台中 2 天 1 夜低碳旅遊計畫 3 | 本行程以 低碳旅遊 為核心,選擇綠色交通與環保住宿,並融入在地文化與美食,讓您在旅行的同時也能愛護環境! 4 | 5 | ## Day 1:市區探索與自然體驗 6 | - 上午:審計新村 & 草悟道 7 | - 中午:蔬食午餐 8 | - 下午:台中國家歌劇院 9 | - 傍晚:高美濕地 10 | - 11 | ## Day 2:低碳農村體驗 12 | - 上午:東勢林場 & 生態步道 13 | - 中午:農村素食體驗 14 | 15 | -------------------------------------------------------------------------------- /fork: -------------------------------------------------------------------------------- 1 | # 旅遊減碳簡報 2 | ## 1. 簡介:全球旅遊對環境的影響 3 | - 本頁將介紹全球旅遊業對環境的整體影響,特別是碳排放問題,說明旅遊活動如何加劇全球暖化並對自然資源造成負擔。 4 | ## 2. 旅遊業碳足跡的現狀與挑戰 5 | - 分析目前旅遊業碳足跡的現狀,並指出當前面臨的主要挑戰,例如交通運輸(飛機、汽車等)、住宿、飲食等方面對環境的負面影響。 6 | ## 3. 減碳旅遊:趨勢與未來的機會 7 | - 探討減碳旅遊的發展趨勢,並介紹未來可能的機會,例如無碳交通工具的普及、環保住宿選擇的增多、綠色認證等措施的推行。 8 | ## 4. 減碳策略:如何在旅遊中實踐可持續發展 9 | - 提供具體的減碳策略,讓旅遊業界與旅客可以在實際操作中降低碳排放,涵蓋綠色交通選擇、可持續住宿、節能減排等方法 10 | ## 5. 結語:行動呼籲與未來展望 11 | - 強調減碳旅遊的重要性並呼籲行動,提出旅遊業者、政府與消費者應如何共同努力實現可持續發展的目標,並展望未來減碳旅遊的發展方向。 12 | -------------------------------------------------------------------------------- /link/README.md: -------------------------------------------------------------------------------- 1 | 2 | ## 2025_03_15_早上 3 | https://youtube.com/live/5IqD5F7SKuk 4 | 5 | ## 2025_03_15_下午 6 | https://youtube.com/live/WK1Yqc0Tz5M 7 | 8 | ## 2025_03_22_早上 9 | https://youtube.com/live/DKVUrurxFYk 10 | 11 | ## 2025_03_22_下午 12 | https://youtube.com/live/IuN0aJPuzRo 13 | 14 | ## 2025_03_29_上午 15 | https://youtube.com/live/sHN3QWXbrBs 16 | 17 | ## 2025_03_29_下午 18 | https://youtube.com/live/H3UmK6Ps898 19 | 20 | ## 2025_04_12_早上 21 | https://youtube.com/live/ALV67v1iKLM 22 | 23 | ## 2025_04_12_下午 24 | https://youtube.com/live/FUTcjLy062k 25 | 26 | ## 2025_04_19_早上 27 | https://youtube.com/live/1LMdYOivi1U 28 | 29 | ## 2025_04_19_下午 30 | https://youtube.com/live/NBpa23ymYaU 31 | 32 | ## 2025_04_26_早上 33 | https://youtube.com/live/58iGmP28Ujs 34 | 35 | ## 2025_04_26_下午 36 | https://youtube.com/live/ahv4bx3GRE8 37 | -------------------------------------------------------------------------------- /旅遊減碳/README.md: -------------------------------------------------------------------------------- 1 | # 旅遊減碳 2 | ## 1. 旅遊與碳排放:現況與影響 3 | ![旅遊減碳示意圖](./eco_friendly_travel_taiwan_resized.png) 4 | 5 | **介紹全球旅遊業對碳排放的影響,數據與現況分析。** 6 | - 全球旅遊業的*碳排放比例* 7 | - **交通運輸**的碳足跡 8 | - ***住宿與旅遊***活動的碳排放 9 | - 旅遊業的碳排放成長趨勢 10 | - 低碳旅遊的現況與挑戰 11 | ## 2. 低碳旅遊的關鍵策略 12 | ``` 13 | 碳排放(kg CO₂)= 旅程距離(km) × 排放係數(kg CO₂/km) 14 | 飛機:0.1 ~ 0.25 kg CO₂/km(依機型與航程長短而定) 15 | 高鐵:0.03 ~ 0.05 kg CO₂/km 16 | 汽車(燃油):0.12 ~ 0.25 kg CO₂/km(依車型與載客數) 17 | 電動車:0.02 ~ 0.07 kg CO₂/km(依電力來源) 18 | ``` 19 | 探討如何降低旅遊碳足跡,包括交通、住宿、餐飲等方面的策略。 20 | ## 3. 綠色交通與住宿選擇 21 | 選擇綠色交通與住宿是實踐低碳旅遊的關鍵。優先搭乘`高鐵`、`電動車`、`公共運輸`或`自行車`等低碳交通工具,以減少碳排放。在住宿方面,可選擇獲得環保認證的飯店,如 LEED 或 EarthCheck 認證,或支持當地民宿以降低環境影響。透過這些選擇,旅客能夠在享受旅行的同時,減少對環境的負擔,實現更永續的旅遊方式。 22 | ## 4. 實踐永續旅行:個人與企業的角色 23 | 個人如何改變旅遊習慣?\ 24 | 企業如何推動永續旅遊?\ 25 | 案例分享。 26 | ## 5. 未來趨勢與行動指南 27 | 低碳旅遊的未來發展,政府政策、科技創新,並提供具體可行的行動建議。 28 | -------------------------------------------------------------------------------- /高雄碼頭發展史/README.md: -------------------------------------------------------------------------------- 1 | 高雄港,原稱打狗港,位於臺灣高雄市,是臺灣第一大國際商港。其發展歷史可追溯至清朝時期,經歷了多次重要的轉變和發展階段。  2 | 3 | 清朝時期 4 | 5 | 高雄港最初是平埔族馬卡道族的駐地。1863年(同治2年),打狗港正式開港,允許外商貿易。隨後,英、法、德等國的商人紛紛進駐,設立領事館、商館和倉庫,使高雄港從一個小漁港逐漸成為臺灣重要的國際貿易港口。  6 | 7 | 日治時期 8 | 9 | 日本殖民政府於1908年開始進行高雄港的築港工程,歷時38年,將其建設成現代化港口。這一時期,高雄港的商業活動蓬勃發展,成為南臺灣物產的集散地。 此外,為了配合港口的發展,1900年縱貫鐵路高雄至台南段通車,進一步促進了高雄港的繁榮。    10 | 11 | 戰後時期 12 | 13 | 第二次世界大戰期間,高雄港遭受美軍轟炸,基礎設施嚴重受損。戰後,高雄港務局接手重建,並於1962年改建倉庫,成為當時堆儲香蕉的主要空間,見證了臺灣經濟起飛的榮景。 隨著貨櫃運輸的興起,高雄港在1970年代快速成長,一度成為世界第三大貨櫃港,重心也轉移至新擴建的港區。  14 | 15 | 現代發展 16 | 17 | 高雄港持續擴建,成為臺灣重化工業與軍需工業的核心。目前,高雄港是亞洲航運樞紐核心,貨櫃吞吐量約占臺灣整體的四分之三,貨物吞吐量約占臺灣港口總量的二分之一。   18 | 19 | - 貨櫃中心升級 20 | 21 | 2023年5月,高雄港第七貨櫃中心正式啟用,預計每年可處理最高達650萬TEU的貨櫃量。為進一步提升港口競爭力,臺灣港務公司計劃改建第三、第五貨櫃中心,並重新整合貨櫃場地,優化作業效率。  22 | 23 | - 基礎設施與永續發展 24 | 25 | 臺灣港務公司在洲際商港區建設了完善的公共基礎設施,包括道路、排水系統、地磅、污水管線和電力纜線等。同時,設置了現代化的餐廳和候工室,改善工作人員的工作環境,彰顯對永續發展的重視,致力於將高雄港打造成國際一流的港埠。  26 | 27 | - 交通基礎設施改善 28 | 29 | 為解決大型車輛進入市區的問題,高雄港已建設金福路高架、國道一號漁港路延伸段和新生高架道路,實現大型車輛與市區交通的分流,提升交通效率。  30 | 31 | - 港市融合發展 32 | 33 | 隨著時代進步,高雄港逐步蛻變,拆除圍牆,拉近了市民與港口的距離。市民如今可以步行至碼頭,觀賞靠岸的國際貨輪,體驗港口的繁忙景象。這種港市融合的發展模式,為高雄市帶來新的城市風貌。  34 | 35 | 透過這些現代化發展,高雄港不僅提升了自身的運營效率,還朝向永續發展和港市融合的目標邁進,鞏固其在亞洲航運樞紐中的核心地位。  36 | -------------------------------------------------------------------------------- /demo1.ipynb: -------------------------------------------------------------------------------- 1 | { 2 | "nbformat": 4, 3 | "nbformat_minor": 0, 4 | "metadata": { 5 | "colab": { 6 | "provenance": [], 7 | "authorship_tag": "ABX9TyMBbxDnr5bPA3xRpyruh0FI", 8 | "include_colab_link": true 9 | }, 10 | "kernelspec": { 11 | "name": "python3", 12 | "display_name": "Python 3" 13 | }, 14 | "language_info": { 15 | "name": "python" 16 | } 17 | }, 18 | "cells": [ 19 | { 20 | "cell_type": "markdown", 21 | "metadata": { 22 | "id": "view-in-github", 23 | "colab_type": "text" 24 | }, 25 | "source": [ 26 | "\"Open" 27 | ] 28 | }, 29 | { 30 | "cell_type": "markdown", 31 | "source": [ 32 | "* 這裡是一個建立正璇波的圖表" 33 | ], 34 | "metadata": { 35 | "id": "NW7QzFrHkbBO" 36 | } 37 | }, 38 | { 39 | "cell_type": "markdown", 40 | "source": [], 41 | "metadata": { 42 | "id": "qZ1bp-_Nkjoc" 43 | } 44 | }, 45 | { 46 | "cell_type": "code", 47 | "source": [ 48 | "import numpy as np\n", 49 | "import matplotlib.pyplot as plt\n", 50 | "\n", 51 | "x = np.linspace(0, 2*np.pi, 100)\n", 52 | "y = np.sin(x)\n", 53 | "\n", 54 | "plt.plot(x, y)\n", 55 | "plt.xlabel(\"x\")\n", 56 | "plt.ylabel(\"sin(x)\")\n", 57 | "plt.title(\"sin plot\")\n", 58 | "plt.grid(True)\n", 59 | "plt.show()" 60 | ], 61 | "metadata": { 62 | "colab": { 63 | "base_uri": "https://localhost:8080/", 64 | "height": 472 65 | }, 66 | "id": "KJ0WIHLXkrxt", 67 | "outputId": "b6979c8d-87e2-4c1c-fc88-b43d12ea9d24" 68 | }, 69 | "execution_count": null, 70 | "outputs": [ 71 | { 72 | "output_type": "display_data", 73 | "data": { 74 | "text/plain": [ 75 | "
" 76 | ], 77 | "image/png": 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\n" 78 | }, 79 | "metadata": {} 80 | } 81 | ] 82 | } 83 | ] 84 | } -------------------------------------------------------------------------------- /python專案/demo1.ipynb: -------------------------------------------------------------------------------- 1 | { 2 | "cells": [ 3 | { 4 | "cell_type": "markdown", 5 | "metadata": { 6 | "colab_type": "text", 7 | "id": "view-in-github" 8 | }, 9 | "source": [ 10 | "\"Open" 11 | ] 12 | }, 13 | { 14 | "cell_type": "markdown", 15 | "metadata": { 16 | "id": "YEE3WUEFj5_D" 17 | }, 18 | "source": [ 19 | "- 這裏是一個建立`正弦波`圖表的範例" 20 | ] 21 | }, 22 | { 23 | "cell_type": "code", 24 | "execution_count": 2, 25 | "metadata": { 26 | "colab": { 27 | "base_uri": "https://localhost:8080/", 28 | "height": 472 29 | }, 30 | "id": "7djmMQW4i0oy", 31 | "outputId": "442bd2f3-40a5-4784-8c4d-410eea071dbe" 32 | }, 33 | "outputs": [ 34 | { 35 | "data": { 36 | "image/png": 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", 37 | "text/plain": [ 38 | "
" 39 | ] 40 | }, 41 | "metadata": {}, 42 | "output_type": "display_data" 43 | } 44 | ], 45 | "source": [ 46 | "import numpy as np\n", 47 | "import matplotlib.pyplot as plt\n", 48 | "\n", 49 | "# 建立 x 軸的數據點\n", 50 | "x = np.linspace(0, 2*np.pi, 100)\n", 51 | "\n", 52 | "# 計算正弦值\n", 53 | "y = np.sin(x)\n", 54 | "\n", 55 | "# 繪製圖表\n", 56 | "plt.plot(x, y)\n", 57 | "plt.xlabel(\"x\") # 設定 x 軸標籤\n", 58 | "plt.ylabel(\"sin(x)\") # 設定 y 軸標籤\n", 59 | "plt.title(\"sin plot\") # 設定圖表標題\n", 60 | "plt.grid(True) # 顯示格線\n", 61 | "plt.show() # 顯示圖表" 62 | ] 63 | }, 64 | { 65 | "cell_type": "markdown", 66 | "metadata": { 67 | "id": "VD2ihG96rbVg" 68 | }, 69 | "source": [ 70 | "- 餘弦波圖表" 71 | ] 72 | }, 73 | { 74 | "cell_type": "code", 75 | "execution_count": 3, 76 | "metadata": { 77 | "colab": { 78 | "base_uri": "https://localhost:8080/", 79 | "height": 472 80 | }, 81 | "id": "u0cs314wriRZ", 82 | "outputId": "2a6ccc6a-1504-49a5-a455-a3eba8f053d2" 83 | }, 84 | "outputs": [ 85 | { 86 | "data": { 87 | "image/png": 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", 88 | "text/plain": [ 89 | "
" 90 | ] 91 | }, 92 | "metadata": {}, 93 | "output_type": "display_data" 94 | } 95 | ], 96 | "source": [ 97 | "import numpy as np\n", 98 | "import matplotlib.pyplot as plt\n", 99 | "\n", 100 | "x = np.linspace(0, 2*np.pi, 100)\n", 101 | "y = np.cos(x)\n", 102 | "\n", 103 | "plt.plot(x, y)\n", 104 | "plt.xlabel(\"x\")\n", 105 | "plt.ylabel(\"cos(x)\")\n", 106 | "plt.title(\"Cosine Wave\")\n", 107 | "plt.grid(True)\n", 108 | "plt.show()" 109 | ] 110 | }, 111 | { 112 | "cell_type": "markdown", 113 | "metadata": {}, 114 | "source": [ 115 | "- 同時顯示sin,cos的正弦波和餘弦波的圖表" 116 | ] 117 | }, 118 | { 119 | "cell_type": "code", 120 | "execution_count": 5, 121 | "metadata": {}, 122 | "outputs": [ 123 | { 124 | "data": { 125 | "image/png": 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", 126 | "text/plain": [ 127 | "
" 128 | ] 129 | }, 130 | "metadata": {}, 131 | "output_type": "display_data" 132 | } 133 | ], 134 | "source": [ 135 | "import numpy as np\n", 136 | "import matplotlib.pyplot as plt\n", 137 | "\n", 138 | "# 生成數據\n", 139 | "x = np.linspace(0, 2 * np.pi, 100)\n", 140 | "y_sin = np.sin(x)\n", 141 | "y_cos = np.cos(x)\n", 142 | "\n", 143 | "# 繪製圖表\n", 144 | "plt.figure(figsize=(10, 5))\n", 145 | "plt.plot(x, y_sin, label='sin(x)')\n", 146 | "plt.plot(x, y_cos, label='cos(x)')\n", 147 | "plt.title('sin and cos')\n", 148 | "plt.xlabel('x')\n", 149 | "plt.ylabel('y')\n", 150 | "plt.legend()\n", 151 | "plt.grid(True)\n", 152 | "plt.show()" 153 | ] 154 | } 155 | ], 156 | "metadata": { 157 | "colab": { 158 | "authorship_tag": "ABX9TyOAvu8o9xDN4F2XxETbwuIv", 159 | "include_colab_link": true, 160 | "provenance": [] 161 | }, 162 | "kernelspec": { 163 | "display_name": "Python 3", 164 | "name": "python3" 165 | }, 166 | "language_info": { 167 | "codemirror_mode": { 168 | "name": "ipython", 169 | "version": 3 170 | }, 171 | "file_extension": ".py", 172 | "mimetype": "text/x-python", 173 | "name": "python", 174 | "nbconvert_exporter": "python", 175 | "pygments_lexer": "ipython3", 176 | "version": "3.12.1" 177 | } 178 | }, 179 | "nbformat": 4, 180 | "nbformat_minor": 0 181 | } 182 | --------------------------------------------------------------------------------