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update 01
2025-12-21 14:34:18 +07:00
{
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"source": [
"# Khai báo các thư viện cần thiết\n",
"from new_import_ODC import *\n",
"\n",
"# Khai báo đường dẫn đến kết quả phân loại và dữ liệu của địa phương\n",
"KD_path = \"ThuanHoa/KhoanhDat/ThuanHoa_TKDD2022.shp\"\n",
"KetQuaPhanLoaiDat = \"KetQuaPhanLoaiDatODC.tif\""
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "9416dfdf-fac0-489b-a8ca-3d88b9c53247",
"metadata": {
"tags": []
},
"outputs": [],
"source": [
"# khai báo các loại đất từ dữ liệu kiểm kê ứng với các hiện trạng được phân loại từ viễn thám\n",
"CODE_MAP = {\n",
" \"BHK\": 2,\n",
" \"CLN\": 3,\n",
" \"DGD\": 6,\n",
" \"DGT\": 6,\n",
" \"DNL\": 6,\n",
" \"DRA\": 6,\n",
" \"DSH\": 6,\n",
" \"DTL\": 5,\n",
" \"DTS\": 6,\n",
" \"DYT\": 6,\n",
" \"LUC\": 1,\n",
" \"NKH\": 3,\n",
" \"NTD\": 6,\n",
" \"NTS\": 4,\n",
" \"ONT\": 6,\n",
" \"SKC\": 6,\n",
" \"SKX\": 6,\n",
" \"SON\": 5,\n",
" \"TMD\": 6,\n",
" \"TON\": 6,\n",
" \"TSC\": 6,\n",
"}\n",
"\n",
"# Khai báo các nhãn phân loại đất ứng với 3 loại đất chính\n",
"HT_MAP = {\n",
" \"NN\": {\"name\": \"Đất Nông Nghiệp\", \"data\": [1, 2, 3, 4]},\n",
" \"PNN\": {\"name\": \"Đất Phi Nông Nghiệp\", \"data\": [6]},\n",
" \"TQ\": {\"name\": \"Đất Thổ Quả\", \"data\": [15]},\n",
"}"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "5d0d03c0-a2a8-4572-a0de-e08f5cad9842",
"metadata": {
"tags": []
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"process NN\n",
"process PNN\n",
"process TQ\n"
]
}
],
"source": [
"# Tiến hành chồng lắp\n",
"result = compare(KD_path, KetQuaPhanLoaiDat, CODE_MAP, HT_MAP)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "cb6f13ef-f6b5-401c-8f79-27ac84522fc0",
"metadata": {
"tags": []
},
"outputs": [],
"source": [
"# cấu hình màu cho các loại sử dụng đất\n",
"colors = [\n",
" \"#abcee9\",\n",
" \"#ffffc0\",\n",
" \"#c4ff9e\",\n",
" \"#ffd6a8\",\n",
" \"#93ddda\",\n",
" \"#1aeef7\",\n",
" \"#ffa7f2\",\n",
" \"#33ee33\",\n",
"]\n",
"labels = [\"Lúa tôm\", \"Lúa\", \"CHN\", \"CLN\", \"TS\", \"Sông\", \"Đất xây dựng\", \"Rừng\"]"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "f5229c56-8081-4232-b1e4-bbd129bc29c4",
"metadata": {
"tags": []
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"save ThuanHoa/KetQua/NN.tif\n",
"save ThuanHoa/KetQua/PNN.tif\n",
"save ThuanHoa/KetQua/TQ.tif\n"
]
}
],
"source": [
"# Lưu kết quả\n",
"save_result(result, HT_MAP)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "3460451b-4d64-47c6-9f1d-621237b6f89b",
"metadata": {
"tags": []
},
"outputs": [
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"</div>\n",
"<script type=\"application/javascript\">(function(root) {\n",
" var docs_json = {\"12b5c9f6-9b3d-418d-bef2-2a47ef2052c3\":{\"version\":\"3.4.1\",\"title\":\"Bokeh Application\",\"roots\":[{\"type\":\"object\",\"name\":\"Row\",\"id\":\"p1005\",\"attributes\":{\"name\":\"Row00902\",\"stylesheets\":[\"\\n:host(.pn-loading):before, .pn-loading:before {\\n background-color: #c3c3c3;\\n mask-size: auto calc(min(50%, 400px));\\n -webkit-mask-size: auto calc(min(50%, 400px));\\n}\",{\"type\":\"object\",\"name\":\"ImportedStyleSheet\",\"id\":\"p1008\",\"attributes\":{\"url\":\"https://cdn.holoviz.org/panel/1.4.4/dist/css/loading.css\"}},{\"type\":\"object\",\"name\":\"ImportedStyleSheet\",\"id\":\"p1077\",\"attributes\":{\"url\":\"https://cdn.holoviz.org/panel/1.4.4/dist/css/listpanel.css\"}},{\"type\":\"object\",\"name\":\"ImportedStyleSheet\",\"id\":\"p1006\",\"attributes\":{\"url\":\"https://cdn.holoviz.org/panel/1.4.4/dist/bundled/theme/default.css\"}},{\"type\":\"object\",\"name\":\"ImportedStyleSheet\",\"id\":\"p1007\",\"attributes\":{\"url\":\"https://cdn.holoviz.org/panel/1.4.4/dist/bundled/theme/native.css\"}}],\"min_width\":700,\"margin\":0,\"sizing_mode\":\"stretch_width\",\"align\":\"start\",\"children\":[{\"type\":\"object\",\"name\":\"Spacer\",\"id\":\"p1009\",\"attributes\":{\"name\":\"HSpacer00908\",\"stylesheets\":[\"\\n:host(.pn-loading):before, .pn-loading:before {\\n background-color: #c3c3c3;\\n mask-size: auto calc(min(50%, 400px));\\n -webkit-mask-size: auto calc(min(50%, 400px));\\n}\",{\"id\":\"p1008\"},{\"id\":\"p1006\"},{\"id\":\"p1007\"}],\"margin\":0,\"sizing_mode\":\"stretch_width\",\"align\":\"start\"}},{\"type\":\"object\",\"name\":\"Figure\",\"id\":\"p1017\",\"attributes\":{\"subscribed_events\":{\"type\":\"set\",\"entries\":[\"rangesupdate\"]},\"width\":700,\"height\":400,\"margin\":[5,10],\"sizing_mode\":\"fixed\",\"align\":\"start\",\"x_range\":{\"type\":\"object\",\"name\":\"Range1d\",\"id\":\"p1010\",\"attributes\":{\"tags\":[[[\"y\",\"y\",null]],[]],\"start\":1062658.75,\"end\":1076501.25,\"reset_start\":1062658.75,\"reset_end\":1076501.25}},\"y_range\":{\"type\":\"object\",\"name\":\"Range1d\",\"id\":\"p1011\",\"attributes\":{\"tags\":[[[\"x\",\"x\",null]],{\"type\":\"map\",\"entries\":[[\"invert_yaxis\",false],[\"autorange\",false]]}],\"start\":595190.0,\"end\":603100.0,\"reset_start\":595190.0,\"reset_end\":603100.0}},\"x_scale\":{\"type\":\"object\",\"name\":\"LinearScale\",\"id\":\"p1027\"},\"y_scale\":{\"type\":\"object\",\"name\":\"LinearScale\",\"id\":\"p1028\"},\"title\":{\"type\":\"object\",\"name\":\"Title\",\"id\":\"p1020\",\"attributes\":{\"text\":\"name: \\u0110\\u1ea5t N\\u00f4ng Nghi\\u1ec7p\",\"text_color\":\"black\",\"text_font_size\":\"12pt\"}},\"renderers\":[{\"type\":\"object\",\"name\":\"GlyphRenderer\",\"id\":\"p1061\",\"attributes\":{\"data_source\":{\"type\":\"object\",\"name\":\"ColumnDataSource\",\"id\":\"p1049\",\"attributes\":{\"selected\":{\"type\":\"object\",\"name\":\"Selection\",\"id\":\"p1050\",\"attributes\":{\"indices\":[],\"line_indices\":[]}},\"selection_policy\":{\"type\":\"object\",\"name\":\"UnionRenderers\",\"id\":\"p1051\"},\"data\":{\"type\":\"map\",\"entries\":[[\"x\",[1067160.0]],[\"y\",[595190.0]],[\"dw\",[4840.0]],[\"dh\",[7910.0]],[\"image\",[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/
" var render_items = [{\"docid\":\"12b5c9f6-9b3d-418d-bef2-2a47ef2052c3\",\"roots\":{\"p1005\":\"f43c3575-1d37-4293-8f99-482ac45f1491\"},\"root_ids\":[\"p1005\"]}];\n",
" var docs = Object.values(docs_json)\n",
" if (!docs) {\n",
" return\n",
" }\n",
" const py_version = docs[0].version.replace('rc', '-rc.').replace('.dev', '-dev.')\n",
" async function embed_document(root) {\n",
" var Bokeh = get_bokeh(root)\n",
" await Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
" for (const render_item of render_items) {\n",
" for (const root_id of render_item.root_ids) {\n",
"\tconst id_el = document.getElementById(root_id)\n",
"\tif (id_el.children.length && id_el.children[0].hasAttribute('data-root-id')) {\n",
"\t const root_el = id_el.children[0]\n",
"\t root_el.id = root_el.id + '-rendered'\n",
"\t for (const child of root_el.children) {\n",
" // Ensure JupyterLab does not capture keyboard shortcuts\n",
" // see: https://jupyterlab.readthedocs.io/en/4.1.x/extension/notebook.html#keyboard-interaction-model\n",
"\t child.setAttribute('data-lm-suppress-shortcuts', 'true')\n",
"\t }\n",
"\t}\n",
" }\n",
" }\n",
" }\n",
" function get_bokeh(root) {\n",
" if (root.Bokeh === undefined) {\n",
" return null\n",
" } else if (root.Bokeh.version !== py_version) {\n",
" if (root.Bokeh.versions === undefined || !root.Bokeh.versions.has(py_version)) {\n",
"\treturn null\n",
" }\n",
" return root.Bokeh.versions.get(py_version);\n",
" } else if (root.Bokeh.version === py_version) {\n",
" return root.Bokeh\n",
" }\n",
" return null\n",
" }\n",
" function is_loaded(root) {\n",
" var Bokeh = get_bokeh(root)\n",
" return (Bokeh != null && Bokeh.Panel !== undefined)\n",
" }\n",
" if (is_loaded(root)) {\n",
" embed_document(root);\n",
" } else {\n",
" var attempts = 0;\n",
" var timer = setInterval(function(root) {\n",
" if (is_loaded(root)) {\n",
" clearInterval(timer);\n",
" embed_document(root);\n",
" } else if (document.readyState == \"complete\") {\n",
" attempts++;\n",
" if (attempts > 200) {\n",
" clearInterval(timer);\n",
"\t var Bokeh = get_bokeh(root)\n",
"\t if (Bokeh == null || Bokeh.Panel == null) {\n",
" console.warn(\"Panel: ERROR: Unable to run Panel code because Bokeh or Panel library is missing\");\n",
"\t } else {\n",
"\t console.warn(\"Panel: WARNING: Attempting to render but not all required libraries could be resolved.\")\n",
"\t embed_document(root)\n",
"\t }\n",
" }\n",
" }\n",
" }, 25, root)\n",
" }\n",
"})(window);</script>"
],
"text/plain": [
":DynamicMap [name]\n",
" :Image [y,x] (value)"
]
},
"execution_count": 6,
"metadata": {
"application/vnd.holoviews_exec.v0+json": {
"id": "p1005"
}
},
"output_type": "execute_result"
}
],
"source": [
"# hiển thị kết quả\n",
"xx = []\n",
"\n",
"for k, v in result.items():\n",
" rs = merge_arrays(v, nodata=np.nan)\n",
" xx.append(rs.squeeze(drop=True))\n",
"xx = xr.concat(xx, pd.Index([HT_MAP[x][\"name\"] for x in HT_MAP], name=\"name\"))\n",
"\n",
"colorval = list(range(len(colors)))\n",
"options = {\n",
" \"cmap\": colors,\n",
" \"clim\": (0, 8),\n",
" \"aspect\": \"equal\",\n",
" \"height\": 400,\n",
" \"colorbar_opts\": {\n",
" \"major_label_overrides\": dict(zip(colorval, labels)),\n",
" \"major_label_text_align\": \"left\",\n",
" \"ticker\": FixedTicker(ticks=colorval),\n",
" },\n",
"}\n",
"\n",
"xx.hvplot(\n",
" groupby=\"name\",\n",
" rasterize=True, # Use Datashader, particularly useful for dask arrays\n",
" aggregator=reductions.mode(), # Datashader selects mode value, requires 'hv.Image'\n",
").options(opts.Image(**options))"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "1037ff39-3e61-4d8c-896b-9e0825b3ba29",
"metadata": {},
"outputs": [],
"source": []
}
],
"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": "3.10.12"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
Reference in New Issue Copy Permalink