อุปกรณ์และวิธีการ
โครงการวิจัยย่อยที่ 1 ลักษณะนิเวศและการเปลี่ยนแปลงการใช้ประโยชน์ที่ดินของชาเมี่ยงในภาคเหนือประเทศไทย
1.การเลือกพื้นที่ศึกษา
การศึกษาครั้งนี้จะดำเนินการศึกษาในพื้นที่ทั้ง 4 หมู่บ้านได้แก่ บ้านแม่ลัว หมู่ที่ 4 ตำบลป่าแดง อำเภอเมือง จังหวัดแพร่ บ้านศรีนาป่าน หมู่ที่ 4 ตำบลเรือง อำเภอเมือง จังหวัดน่าน บ้านป่าเหมี้ยง หมู่ที่ 7 ตำบลแจ้ซ้อน อำเภอเมืองปาน จังหวัดลำปาง และบ้านเหล่า ตำบลเมืองก๋าย อำเภอแม่แตง จังหวัดเชียงใหม่ ซึ่งหมู่บ้านทั้ง หมู่บ้านตั้งอยู่ในพื้นที่ต้นน้ำลำธาร พื้นที่ส่วนใหญ่เป็นพื้นที่ลุ่มน้ำชั้น 1A สภาพที่ตั้งหมู่บ้านอยู่ในหุบเขา มีลำห้วยไหลผ่าน สภาพป่าเป็นป่าดิบเขา มีพันธุ์ไม้ที่สำคัญ เช่น ก่อ ยางปาย ทะโล้ เป็นต้น เป็นชุมชนคนป่าเมี่ยง มีอาชีพหลักในการทำเมี่ยง
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)
ภาพที่ 5 พื้นที่ศึกษา
2.การเก็บและรวบรวมข้อมูล
2.1 ในการศึกษาลักษณะนิเวศและการเปลี่ยนแปลงการใช้ประโยชน์ที่ดินของสวนเมี่ยงในภาคเหนือประเทศไทย นั้นได้ทำการศึกษาทั้ง 4 หมู่บ้าน โดยคัดเลือกแปลงทำการศึกษาในหมู่บ้านละ 5 พื้นที่ แต่ละพื้นที่กำหนดทำการวางแปลงตัวอย่างขนาด 10 x 10 เมตร จำนวน 15 แปลง
2.2 ภายในแปลงตัวอย่าง ขนาด 10 x 10 เมตร ทำการวางแปลงตัวอย่างเพื่อศึกษาชนิดพรรณไม้ที่พบในแปลงตัวอย่าง ทำการบันทึกชนิดพรรณไม้ที่พบ และทำการวัดความโตระดับอกที่ 130 เซนติเมตร ความสูงทั้งหมด ทรงพุ่ม
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nfrbf9d2tsWek/3A8RJaylu+++2+655x6fxbrooovslltu8Rms/v37+3a836VLF5/Z+sMf/uDt6dRTT/WbILNZeFEzk8XUO46PTL1PmDDBxQnxYnZLhJOaDJLHZRYP3wweTKlecskl1qtXL7v99tu3OiAYa+YtW2NvfjbbBp58gJWUJYbTWmpKis1YsMIWLF9r5x+7X3Rtw4CK5xO+W2dNstKsW5vszSI1duxYe+edd9z6GTp0qHfNmE6/4YYb7JxzzrHDDz/ct8MJEf+e66+/3oWM7c4//3x7+eWXffgAD2qscrp9WO1Mv0+ZMsX3u//++619+/Z+HBE+ECiMmTvuuCO65qfE1c0AawpzvHPnzps9aOPN/IhAjZk2zy7pd0B0TWIwc+FKmz5/uZ1zdK/omvCzcmOZLV1XYh2aZXpll+9XF1v75pnWMruR3RERpnHjPnWrOi8vzx555BG3fpYuXepdPWa7gHEq4tXw+WGciVktbn74+1x11VUuSE899ZS99dZbHk5CGx40aJAH4HKcFi1a+HF2Bi6JN8d/YxuLSiwtNXHmkcrKK6xFsxz7+QHdLCUEtcDqRaBwSLvttts8GJJGFrjt07C4M5511lnRLeMDAvWvqfPs0pMSTaBWRARqRYMQqI0lFRExKomIktkeLbIsM2o1lVVU2Xf5xVYeuXGVrlpgjSrLrE3bdt69I9aMkI6uXbu6Z3QA7YmG3KxZM/e6bteunYsPNz+Ejf0Qtvz8/MhFl+KCxHF43bp1621O0W+P8og19uCICXbmkT0tJwt/pegbDRgEKX9dYeTmPT9ybfSNnJP6HwKpF4FCjP71r395Y4JAoPgymOPcEXv06OHvxQMJVP2BAH2/ptgKSytt97wsa5q9dasZy2rlxkrr1CLDmmbU/518S7A0nnhrcsQK72vZmZv8kRKBVeuLIpbhLPvFsb0bjEDF3H4NnMWwmA466CBbs2aNuxf89re/dVd93PxFYsEtbtm6UpuxtMByM1Jt3w652xQnaN043fZslW6LVxXZnJWFVsFAldgFVDU4azDmAsUUMarI7MqDDz7o4wOMHTCrx/hCEDskEoN1ReU2fUmBFZVV2D7tc61t0wyriU1E2EvP9jnWJDPNvl5cYGsLEysKvyYUFJVYcUlZdElsjZgLFOMJjCPgeEdXb7fddnM/KKaGmWU56qijoluKhkxJeaV9s6LIlqwtsS6tsiKPbEtP3fnuGoK2V9tsWxKxwOblF/usXzLAUMQt/xxvtz79mS1fs8npVPyUmAsUA+P/+7//a+PGjfOpZDyGeT1p0iT7+9//vstm80R8qIz0ERatKbFvlhdai5w069Eu13Iz63ZOcyLdwn0i1lRGWqOINbbRNpRURN9JXOYuWW2zVlbY9GUltmjluuhasSW1GiTH5wThIQcNznK4EjDbwvgTzpkffPCBr0OMODwzKbzGDwpflzZt2kSPFHs0SB4/1kS6YbgK5OWkW/vmGZYWh6nqDcXltmB1iTXNSrXd8rIibSf6xi5kVwySr9lQZC+MmeluDBccu4/lZm1yq4gnq9YX2hufzbbzj0vwQXIEp3nz5u4Eh9gsWLDAXnjhBXvttdc2R18Husdr1uE8RwgC4iYaFkVllTZraaGt3FAa6Y7l2G4tMuMiToBD577tc40U3Qy6F5b8kKs7kchrkm2/7n+AXX5yn10iTg2VWgkUPiaMKxF6cPLJJ7tQ3XrrrXbMMce4n8rVV1/tnry4sPPALwoLii6ePHsbDuWVVTZ/VbHNXVFkbZpm2N4RccquFq4SL7CaOrfKcgtq7spCW7y2JCF8kcTOU+fWhlcv+ZTxdcLBDg9fAjV/85vfuJcvoS6IGRYUXcIg5akIL4jBioi1NGNJgWWkNnK3gRa5u75LgKsCn10cseBmL2OmMDGtKbFt6ixQWFNHHnmkB2+SAoOyNwR4YkmRT5ncy8TknXLKKe71y8C5CC8biytsZqRrtSHy3KNdjnVonukWTX2BB/SerbOtXbNM+2ZZoS1fv6kqikgOYmKv/+IXv3BROv74473szRFHHOElcAYPHmz/8R//4XFWhCcQ1BkEgYpwgRc4XbmFa4qtU16mi0JGiFL0Ns9Jc2tqfVF5xJoqtNJy9fmSgZi1wBNOOMG7ctnZ2fbf//3fnq+HdYBfFNUoEKggCFSEA7pzS9eW2qxIF6pxVqr1bI8XeP3P8GyNtEh3k0H6Vo3TbXrEylu1UU6OiU5cbpFUrwjSaZBsjJQaJKz7/vvvvQKqCAd4b3OhF5dXWM9Id66mXuD1TcuIQOE3lR8RqG9XFLr1JxKTuAgUXuR//OMfPQcUCcjwKCeBGNYVScVE/cKgM46WxM91abnJC7yhpRUhVKZ7RFRxS8AdAR8tkXjEpVUSg0dQMLXkeZCmldStiFailWZuSBCUSxqUORGrg1m5HhErpK5e4PVNu4jV1z3S7VseEdu5K4sUeJxgxFygSkpKfHAc9wI803E1IHHY7373O0/Bunjx4uiWYlfBJbuqoMxmLt1UdIDB5laNE2cskCydiC1W1YwlhT6QLhKDmAsUbgd77LGHde/e3QfGKdHM+BP5oQh1IauB2HUUlVbYN8sKLH9juQfl7h7p0tUmiVtDgNnHrq2zPFZwwarkCTxOZGIuUIS1UHKK7tyNN97o3uaEwRB3g3gdd9xx0S1FPKGrgxf4nJXF1qZpZqQblJ0UlX3psvaMWIiAP1dBEgQeJzJxabFYS++//77nkiZXNGNQJKsjq4E8yeMLRgPOjD94gedYXk443QbiBfbhHhFLcbcWhMoUu0WlUJmGScwFigyalJl67LHHvCbeX/7yF09ij1c5YEmJ+LC+uMKDet0LvH2ue4GnJGh3riaQEWHfjrlWWlFlM5cVxiRUhtCuMFNYXGYLlq2pcUUjEkxyjQaFUCnZxVjxkCFDPO97AGOXhLMB64Pfgdl5XlMDk/FlspgwDg0UXeVBjvjaEnOB4stTJogqHHTxPvnkk825obCqqHEmYgvJ45jBIhUK4zCUd6pN8rhEhJ+ha6ss69gsw0NlcK2orTU1a+FKu2X4OHvy3S+9TmFdKCgutRfHTLcR42bFrDxaYeSYd780wf7w9FR7aNQXVlGxYzElbpYsJPRsVq5cacOHD7fLL7/cDY1XXnklulXEKl++3BMAEHdLWBsGCOJDaS8K8pIDjskxJsTIovvhhx/68quvvmozZsyIHmXniblAkX6FYnxkzrzyyiuja0U8YJxpydpSm72syP2B9umQG3lWQsCt0SwaKsOYVG1DZd7/YoFNjhgDb01dbkvy65Zk7vOZi2zI2CX22Ifzbcb82PQqyGO1fG2xlVha5Jlc7zsWKGbZyXSLhfTdd995wD9ZcCmeWr1+APneZs2aZVlZWV5Nh6EbrCfSeFPBiXjbvn37eg3MadOm+YQYx2KYh+1rS1zGoDAFsZYolECCOtwNqGF27733qhx1DFlTUB6xnsgFnmNtmqQ3CC/w+oRQmT0j1mXrJhk2c+lGW7lh50Jljtt/D+vdqtL69W5j7Vs1ja6tHd06tbRD98i1w/ZsZp3aNIuurRvNGmfboAsOsRt+3sn+6+yDLKMGSelIg8TkFckmcaQO8rXRC6LOYADbrF692qNBGE/G4gpchqgzQDePOgTMELPtwQcf7BNklAtDwGpLXLp4fDGe+/Xr5yWseY35SF+ULp+IDS0bp0W9wCVNOwO/G2N0hPrMWVFU4y7fPp1b212XHGGX9at7RspOrZvZbecfYjefd4i1bvaDENSVjhHhPGb/LtayhsdkAosuGgbFXnvt5YkoqfRMiFr1GpaIFbG0dO2Ylaf+IN1BXIioQ8A1Tn3CM844ww0UBA/rCQurThl0I6bdZiLmXvRV7YmoaNWxxx5bFbGUomuqqhYsWFB1/fXXVw0aNKgqPz8/ujY+zFu6umro6MnRpcRhxoLlVS+N+Sq6JGJBZWVV1brC8qpIVyi6ZhOlZeVVj4ycUFVYXBpdkxjkryuoGvb2lKri0rLomqqq2bNnV40ZM6Zq6tSpVRHrqSrSVauKiFZVxOqJbvED8+bNq1q0aJFfz7yOdPuqIuJWVVpa6ssRq6uqqKioau7cub79+vXrXQ/YbmssX7686tZbb40ubZ2YW1AoK6P4KHAAykqJawbNFOoiwgITnCTFS+aZTpypjz76aNt///29a9a0aVM79NBDfZJrSzp37uzdOa5nXjPOxPgVvo8sN27c2MeoyF4CjEFRpJftaktcBslJ+YtrwZtvvhlduyk3eaJ6MAsh4kNcxqCo7EKqFUb1GTyjTxo8IlZbdEshhNg+MRco/B+YuqSczPXXX2+nn366lz7ngXDhCCaEEDUh5gLF9CLTjQQF0yelW4dHOfF5F198sfdfhRCiJsRlkJzSUtdcc42n96W6y4ABAzwnOc5cbdu2jW4phBDbJ+YCBYw74feE3wTZNJ9++mkbNWqUd++qz+4JIcT2iItA/fKXv/Ryxr1797Y5c+a4BzlepwyQkydKCCFqQlwE6txzz/VoaEpMvfjiizZp0iT3KiWwkDgfERvoNgezosyQEoYQRJILkQjUSqDowiE8lDQn1ziRzKRsoDYe6Rtwn8d1nqhmSlDxHo+77rrLAw5F3eF3Z5wvcN8gwvzJJ590a7V6zi1EjBQ3nDPCDkiLQbwVkxi4hHDzeO+992zEiBE+RkhQ6JIlS1zs6hKFLkQsqJVAcdcmmJDEdDTozz77zP7+9797bA6VhXHUpLwUKRq4OFhHnhieuWBE3UBY+N0Da4kbAl1o8vjg1YsPWsD06dPt4Ycf9jhIquzg/sG+CBnjg8RW4VDLGOHzzz9vjz/+uP3+97+3kSNHevCoEPVJrQSKCGgyFNDwcR+gvDnWFIU6cZ2na4cQ4VWO/xNdO7p83OVx3hR1AxFiZpRQAliwYMHmrjPP1ROEYS2RQYKATtItz5s3b/N6bjAEgfJg5hWr6eyzz/Z8QFTjkVNtfCktK/cUKWLb1HkMioaOpUQjz8nJ2ZwPilAXLqT/+Z//cZGiqgt3aiwvUXcQD7ptQJGKIPUF3TPEJoCbCd1qHGg5T4gQlhPdQApakJiMc4KwcTyEjP25wSg1Tvz4bslqu3n4p3brP8fZstW6JrZFnQWKC2C//fbzrgJiRZY9ZvCeeOIJ7zbQ0Bn7YMwEq4vuiKg7dMEY73v99dfdYiWIkwrOdPtOOumk6FbmYoMQUe05Pz/fHWmxojhvuIHgt4Yj7QEHHODLQAoNLGHeE/FhUf46+3ppsX21uMCWr9mUblf8lEaRO/FmOx4BQVh2FkSJQXMaPRcLDf7MM8/0jHy33nqrj5mQHwa4YIKuSTyYv2yN/WvqPLv0pAOiaxKDmQtX2PT5K+yco3v5MlYPFg+/K9Yrp5FBbn5bzkN1EC22YzCd93jwmnWcGxxqubnwCF7zfl2i0BsydLueeGuyXdKvr2VnpkfXxpbi0jIb9/X3lpqSYkf02s3S0+KfCXXV+kJ747PZdv5xdc9nFQsYn2ZMFINmW9TZggIa9UUXXWQXXHCBdzcoOUWICzN4JMHiDs4dmUc8xSmZ4HckWyHiBPzeJBvbUpwAoWE9z4gS29L95plzB7xf/XWyitOuIisj3Y4/oKsd06fzLhGnhkpMBKo63JEZfOUuzNQ1LghYV6jk3/72t83VI4QQYkfEXKAQJlKITpw40aZMmeKv77zzTk+kzoAss0NCCFETYi5QZNRjsPbZZ591v6hhw4b5QC4Ds4yFHHHEEdEt4wMDapGeS8JBd8z/OCGSiJgMkm8JVlQQe8dAbiBaDOziXe4XW5z4fsU6e+rdKdbv4L0SxsckJaWRLVi21hpF/p13bO/oWhEvdsUgeX2QtIPk1cGt4KabbvI0KyeeeKL7QJG0jmoueJxTeyuetM1rbCcdvLdVVlRZaqOUhHg0qmpkndvm2VH7dY7+lSLWlJZX/rjycEJaqw2vaxFzC4pwFhLTnXbaae7/hFjhhoDVxOwQM02By4EQ9UlxRJDmriiy6UsKvJhn//1bWt/dm3jBywde+cw6tGoSCksjFnD9bSgssYKiErvslINCMXNYEwuqVgJFSWTGlHAtaNeuXXTtD5DziRgwshooQZ0IKys2lNr97y+yrxdttG5tcmzQaZ2tec4mQcpfV2gbIhdzoo1nNsnOtJZNc6JL9UvcBAor6ZlnnrG5c+d6/nFCJ7CSsJD+/d//3caNG+cChmrzoJwN7geMRyFa+EUJUd+URCyo8d+tt9Ffr7Ke7XPtksN/erMV8SNuY1BkxsRrGaH64IMPPGUHqT6YuUOQcAIkEp5ZO9wNqFRKoDDbyg9KhAGqCs9eXmgHd2lqN560h/XfT/Uaw0itBArriFAIAkzxbUKs8BonmwFdPjIWEPfFrN1RRx3lqViwqrC0DjnkkOhR6ofl60ujr0SysjLStft+TbHt3TbHcjJSLC83zVo2TpzZukSiVgLFDN1vf/tb9wy/8cYbXahwLaCKCyESJEVDoBAxQjHIcEDgKV29+mTpulJ76KPFNn9VcXTN1qHXSyR/kC2Av4OUJrL+Gj6L1pZY/sYy69Eu17LS67c9ih1TqzOEX1OnTp08vUrr1q29dDK5oRAmoLz5YYcdZnl5efbSSy/5YDoOmuQqx7O8PqioMntl8kr7ctFGG/vt2ujarUNaGAKe6SMDvls8yBiK8AaQ+C3w9yLNCSE+QLZKBI6u8FtvveW/Ae8xThck7+N3qDb8J+IMP/V3K4usqKTSukfEKT01Ab15E5CY3EIuueQSGzx4sHfxSJZ27bXX2pdffumzfdRuP+6447zeO+4FQRbIXc38/CJbHLl7tm6SYTOWFNiagrLoOz8G0WBAH6sJQaE7+/nnn3t+K+rPv/zyy9EtN3V177nnHhdmwnl4zT50acm/RJI+urXkY8ernt+DbKNkrgyCdUX8qYyc029XFPrvvVfbbEsJyc9eGRHNcv4T2yQmAsWJP/XUU90hk8FxunNc4AgVFysj9VysDJYfeOCB0b12Lbu3yLI/nryHXXxYO/uvfrtbbtbW/UD4W3AwJTcSr7GMgrxIXbp08eUAuoAILlkFzjrrLBcsoLvL+Bu/Bd1ecjVhefXr188zPTD7GVhnIr6URUznmUsLLTcz1bq0yoquDQfvz1htn3y7LroktkbMO+FcrPfdd59dccUVduWVV0bX1j+Y9PimtcxNs7zcdMtI3f6fjsBiTdGVZRIAEJbqlZEDAaMbhzghOqNHj3ZxYjvEiyyWpJzBskLo6P5y7KA7LOIHjpgzlxZYm6YZ1rF5uNLHrNxYZqO+zLdR0/JtXVF5dK3YkpgLFDAutf/++4fOY7ykvMoyazAw+sYbb/hY0ahRozy/1ZFHHuldODzjydkdgBMqGSrJbEkqXbajYCndN97DCrvwwgvdagwcVqmUwkwnEwsifmwsLnfv8N1bZlnrEM7QfTB9ja1cX2aL15TYR7PWRNeKLYlLsHBYWbG+1Pv8HXZwNyVfN900LKQgwR4WD5MDQVK3ACyjYHaSnxJxwkLCaZVnRJr1HI/3eI1lxbFEfFhVUGaLVpe4d3huZlzuwXWCYSfGRJdviLTHCrM9WmS6kCYbcXPUbKiUVkQsqLQd/8m4RjRt2vRH2T9Z3lKcgHWIEA8ECHiNuAUD4QhY8B7LEqf4sWxdqS1ZW2o924dTnIBB+q6ts61HuxwftE9GcaopSSVQFZoxSWgWri62NYVlLk4ZNbgR1TcVlZusbrFtkk6gpFGJB6d0zopCH2PEATMtLH4Eos4klUAhTtKn2sOYWhgpKq2wxplptleb7EgXOrpSJARJZ0HJpN45cFolnzzl1LeVT57flPQ6JCOcM2fOj7zttwcuGEwybAv8zJgh5bjbE8ecjFRr1+yn44Oi4ZNUAoU0pegWu1MQykN1aMJ/EKutgUCNHTvWK/jgaR/EMO4IMmDgzrEtcMngeLh9kNd+eyBgiBlhRoqZTBxSBxOjEoVGgDd4orJqY5k1y0lTkGgNIGSJGUccb3EuxSu+d+/ePkOJywUznWSyYIaSZQqyEtZE+0EsEAqEC096fMQQD1wtmA1lehmx41h45+NfVt1jn/fZFn864jnJwsp7fCZOs8Ex2YbvBXweAskMKcHpfA7wHbHqeGYd34nAb2IjOQ7uIPVFYWmlh+E0yUrODLO485COiVC4bZE0AkVDWF1YYS1y0xUoWgPIVEFmCoSDdoFIIFp05ShjT2gT+b+40N9//30XCPKCIQJ41uPrRXn2Dh06uPVFd+7jjz92QSE1D+8TNI2YsZ7YTY5PvCO+MVOnTnUBw4JCUAi+Rsgef/xx+9nPfuYB2AgUAgdsQ76x7t27u1AGrhzvvfeeB2ZT+p3vQHeRmEjWsQ8l3+sLCdSOBSppTAmmdJGlDIlTjcDCoQEhIHi9k2MesSKeMBgPoitHWA/e83TVyO7ARU8M5vnnn+8WD9tiEWGtYGXxmvUIF10xQoJuuOEGzxs2a9YsF7OuXbv62BRWEt+B1wgM22DNsR8CV936IUvrvffe60JGodgAjv/tt9/6ZyNwfE+2wX+NzxPhJmkEijsV0pSqKegaQdfu1VdfdcuIkB3EAEGi+4R1grVC14k4QwQDywchowuFUyqWC4PrWGF0y1iHOGEVcWxS9bCMZQYIGd1FUvdQAWjt2rXepSTGkeBtupt099j/scce8wpB1R1nseywyDgm8ZMB++23n4sXWSUQSYSRLinpf+o7P5nYMUkT6kLgKInq8N4VO4YLnQFyxARxIpaQcaQePXq4MCFciAuxiFgi3bp18y4aQoRQYW3xICYT4eBB9w/BmDlzplsyiAXvIz58HrN/iAmixJgRx2S/vffe27tkffr08YFzunaIJd27QOB4n+4bx6TbVl18sJgeeeQRj5XEokKgAsuK71NfkDivLGLat28WrkDmXQXnPC5FExoiXmJoZZHt2yE3ukYkE8xEYs2RCTYsSKAUi7cZZLiCtJoiKSGrRH3nwxc7T/IIVORfxQ/GokgySBr4b//2b9El0VBIGoFiFi9NM3hCNCiSRqBKIwqVnV7/5Z6FEDUnaQSqrLzK81ILESY06LB9kkagSsorvUijEDUB51McT/HxKioqiq6NLYSFptYgNhRnWNwo8P2qK7hoVJu4Dz3JY0HVMJumEAgS7jaE+wwbNsz9prYGAdI4ldaW5tk7rmiM9zvT8HwPfMPqAkHXhCcNHz7cfdYaAklzxZJqpQY3KyHc2fSggw7ymb9TTjnFnVQRKawPwAJBxPBkD9JC4y0fZHEgNAerJ7BU2Jb3g2XCdzxUJ6WRVZSV+n540rMfz8Ey4LuFQyqPoPBGsC1g5fE6ODav8cIP9mc9nwVBwDX7sE3g8Mo2rAuOESaSJlh4+fpSy8tJ10ye2C7EIGKtBF7xeLpjeWAtEbqz5557ehjPRx995F7u+FYRuEwoDcHIiMDTTz/tQbCrV692L3yWp0yZ4hYQQscyx0LceI0nPdvShRs3bpyHAZF/C694PhvPewKgEbmePXvaM88846E9CArVrvkeePcjOK+99poHWvPAS554RixBvPLx1GdbIDaRoGk8+vGqp34lfyuCuKtQsHA16OIJsSO4yCkTdt1113moDzGHVJbmQp88ebJnbiBLA2E/QRI/yvxTXZvXVJSm24fAEbRMmM25555rF1xwgb+P+BBMjVVFSA/xgYgJVg4ChmAw7kWYENtg2RDCw4PPZFtElOwPZJLgfeo1ciysNvZFfPh8vjfvcVzCkfg+vCbrBMKARYYoInRsH1iAYSJpBIoZvBQFCosdQCA0sXwIAbF6WExc9Fg5WDQEK9N9QsSI7UMssGqwPNiGbiFxgIgSz8QlErxMShksBrYl6JltESVEiEwNWFjA8RBBxBEr7Ve/+pUdfvjh/tnsg4ggNnTlcDz99a9/7d02YhL5XrzH8REdxI+/ge4crwn6xoIiJQ0cf/zxLqAjRozwZY4fNpJGoLq1yVaqFVFj6HL17dvXszXQ9aFKNt05iq6edNJJnnUBIcNaAbqDBFIjSIxbsS8P1mOVIUYIWiACdLkQFSwq8luxnqDok08+2QWH4yNWjHMhRAgPn8fjzDPPdLHh2Hw/tgdEc8CAAR5QTbeN7zNw4EA/LkHfZIcg5AdhQjQRVbJQIJIEYodRoJKqcKcQDRUu05oKyM5sW58oWFiIBGFnBKchiFNNkUAJEQPowjGew9hQGAebGyoSKCFiAO4Bf/7znz1fO2NHIjZIoITYCvgp4X9EjvWaCE7gqMngd+BEKeqOBEqIrYDT8p133mnPP/98dM22QcDwI8KtAF+puoakiB+oV4HiThPcebYV71QbGAtgWpYHxxdiZ2AWDM9t3Ap++ctf+jJ+SYG7AA6RQJulDfM+bgGEx+ACwBQ/7Y7taYsIGM+0c7Zl9gonS8DRkvd4cGx8rvBnwmeK7fFhYh8+h8/lmHyXoF3zHTg+6xFGtsVjHEdPXgfHDLZtaNZdvYa64HFLhY5AUHr16hV9p26MGTPGizhyovETCeKlkgkc8hgX4e8XNQdReOqpp9wPiouZElg4MuKVjdMjv+vbb7/tvlGEnCAwOGHiAU4GBHyNEIwHHnjAw1wIkUE8Ro8e7T5StHnCV/DgxumTkBWOj+8SflG4+eCbRD1APL3vu+8+971CdNgOceK74JXO8am8Q4gNRU6pGYgVR7gL3xXPc47/7rvvunjyPg6bHC8MhD7UBS9dnMg4Uf3793dBqa7wLHMHCOBE41QWwLZsAzxzx+CBIxqevMRF4UjHuuDutSUcPzgGcHw+B9iHBhi8DtYH27PM+9zZqq/bEhps9c+ufhzW88w2AbwOfge25bMh+AyWeT/4LYK/jW2DzwmOy3PwfrC/2Dacy/Hjx7uFgogwFkWRUnwECRFhjAmRwBrh9ycEhrEqBOabb77xmyMCghMkAoEFxIWIdUNbQ1Ro7zy4geDVHVS7QTjIXsD5x8rCKx3PdsbBON98J4SGMBy8xTkm1ho3d84tn4PzJt8NYUWksASJ06Odsj5oSw2FerOgUHY+jxOGByw/MLFCnFzuAvzQzIhMmDDBTywnfOjQob7MieCEUdufPDmc4OHDh7tHbRA4yd2IOwsCyHHZ7quvvnLvWj4TCCUg8JNxA+5ufDZ3H8IOaBwUkeRuSUPAJCcGizvngw8+6A2A78cdkXEKvH25gz766KNutXCnglGjRnlAKHdAGgyNmDsuDZKgVP4OKvES88V35rO4K/IdaMSEQfA3sz/r8Qjm8/nbaLx4FD/88MNuxnNs7tg0ZN6noXPhELaBULM/oRYcV2wd2hnnh98Ob2vqAHJuOU9YIhdddJG3I9oYwsTNEGuGUBTaLILBM22LDAQIAtvTNjgvPOh+4T3Oa9o67Znzx/knvo91WBaIIW2atoAIca4pnMr+tCm6oFhstDGOz3GwpBBS4gMpDcaNmnZNrB4PBC7wfq9v+L47sqDqTaC4C3HicfXn4sRE5oRzp+fOwjMXbnCCuRNw4SNmmNacmEMPPdRPBg2C/bm4OaFczFzI3A3pPnJH5E7HgzsW1WkRvdtvv91DCWhMlOTeY489vEgk3w0xQcz4jogfJxZBooFgalMPjoaMOHLi2ZbPR9QQAQQOaNQ0Lk4G3QYEE9HjuHwujZJj8725+yKWgTBxF6WR//Of//QLhwbNd+cz+ZvoCnBcxJe/H4sU0eNuyd2fri0XGd0LGjPreOb3ElsHJ0faDMKDRYMoID60Q0SEkBCsIs4HYkA4C+frjDPO8LbMxU8FZM4B+9FuaWvc2Pjd2Z/j0JZpo1hC3ORoe4TCcKOma8e+wedzLM47bYztaAe0pWOOOcY/k3bHPmyP8CGmtHXaGDdS3udmRpvkGLS5MFATgaq3Lh4nlh8VgUEkONnMhAQxRnTPOFl0/YAfmh+X7TkBCBRWD9vSeHgmwhsrgkZGo0H4+BGI6OZiZZugm0MDw5LiZCFKNBq+E8fmgmdbRAjh4I6GYNJQEBWEj++MdcKdijsdBJHmbBuAOU5jpNFybCraIjqIG+Y8DQ7RRCDpoiFuiBPr+K5cKHQlaMg0QH4XbiJsj5WEmCJkfF8aJ38vFwWfEcws0UCxrLhQEsnLOF4gNpwHBIObByAEF198sbcZfn9Ku19++eVuMZGpAEH5+c9/7rFywDouPMZVyXRAN/G8885zobr66qt9u2OPPdaPf8899/h7tFli5YjHu/TSS30b2jn789kMxAM3nd/97nd+/dAurrrqKreUeNCesfL4jGB71vN9GPCnvTUk6nUMijsV/WKEgQuKi5cTzwnggbXCOiwDLjQuWC5IhCOAuwIXJxceJ5O7Cxcy1gXWCg2KxkaKC5a5sAM4gTQcGg0nG+jKsQ/rgEbD53PHoluGyCCMNAyOixnNd+AzBw4c6He6LQflaahYL1TNRdj4LP4O9kEAIbB2EGEuDBosy4gvd13WsR/WE8JEFxIhQlz5uxFc4Leh0bOObTH9WUZcETd+KyEaCvUeLMzH78xdfVvbcyGzvvp7rEPYdpZtfcaW6+mKkqgM4UAouJtuC8QV4dvacWvD9v42vifdUd5H8Hf2NxZiV9AggoV39sLZ1vZcjFu+Vxtxgm19xpbrsbLofjF2hmW0PbDEdvZv3R7b+9v4HMQS6ylYFqIhUu8C1ZChm3XTTTfZoEGDvLsWJhgbu+KKK6JLQjRMJFB1BJFiNiZs0J1k5kaIhowESggRWiRQQojQIoESQoQWCZQQIrRIoIQQoUUCJYSoN3A43h4SKCFEaJFACSFCiwRKCBFaJFBCiNAigRJChBYJlBAitEighBChRQIlhAgtEighRGiRQAkhQosESggRWiRQQojQIoESQoQWCZQQIrRIoIQQoUUCJYQILRIoIURokUAJIUKLBEoIEVokUEKI0CKBEkKEFgmUECK0SKCEEKFFAiWECC0SKCFEaJFACSFCiwRKCBFaJFBCiNAigRJChBYJlBAitEighBChRQIlhAgtEighRGiRQAkhQosESggRWiRQQoh6IyVl+xIkgRJChBYJlBAitEighBChRQIlhAgtEighRGiRQAkhQosESggRWiRQQojQIoESQoQWCZQQol7Ai3xHnuSNqiJEX1vv3r2tf//+VlZWFl0jhBCxB2HauHGjlZaW2pAhQ6Jrf8qPBEoIIcKEunhCiNAigRJChBYJlBAitEighBChRQIlhAgtEighRGiRQAkhQosESggRUsz+H3IJl0qR53WTAAAAAElFTkSuQmCC)
ภาพที่ 6 การวางแปลงในพื้นที่สวนเมี่ยงขนาด 10 X 10 เมตร จำนวน 3 แปลงต่อ 1 พื้นที่
2.3 ภายในแปลง ตัวอย่างขนาด 10 x 10 เมตร เก็บข้อมูลมิติการเจริญเติบโตของต้นเมี่ยง โดยทำการบันทึกขนาดความโตที่คอราก หรือ ขนาดเส้นผ่าศูนย์กลางที่ระดับความสูงเพียงอก ความสูงทั้งหมด และความกว้างของทรงพุ่ม
2.4 จดบันทึกชนิดพรรณไม้และพืชอื่นที่อยู่ในแปลงตัวอย่าง
2.5 ทำการวางแปลงรูปสี่เหลี่ยมขนมเปียกปูน แต่ละด้านห่างกัน 5 เมตร เก็บตัวอย่างดินที่มุมทั้งสี่มุม และตรงกึ่งกลางแปลง น้ำหนักประมาณ 1 กิโลกรัม ทั้งในระดับดินชั้นล่าง (0-5 เซนติเมตร) และดินชั้นบน (20-25 เซนติเมตร)
2.6 ทำการวัดค่าความแข็งของดินทั้งแนวตั้งและแนวนอน
2.7 ทำการวิเคราะห์สมบัติทางกายภาพ และ ทางเคมีของดิน ในห้องปฏิบัติการทั้งธาตุอาหารหลักและธาตุอาหารรอง
2.8 ทำการวิเคราะห์ความสัมพันธ์ปัจจัยดินที่เมี่ยงเจริญเติบโต และจัดกลุ่มธาตุอาหารที่มีผลต่อเมี่ยงโดยใช้วิธีวิเคราะห์แบบ PCA analysis
2.9 ใช้การสัมภาษณ์แบบไม่เป็นทางการ (Informal Interview) โดยสัมภาษณ์เจ้าของสวนเมี่ยงแต่ละแปลง
3. การวิเคราะห์ข้อมูล
3.1 ทำการคำนวณหาค่าความหนาแน่น ความเด่นด้านพื้นที่หน้าตัด และความถี่ พร้อมกับหาค่าความหนาแน่นสัมพัทธ์ ความเด่นสัมพัทธ์ และความถี่สัมพัทธ์ โดยใช้สูตรดังนี้
1. ความหนาแน่น (density, D) คือ จำนวนต้นไม้ทั้งหมดของชนิดที่กำหนดที่ปรากฏในแปลงตัวอย่างต่อหน่วยพื้นที่ที่ทำการสำรวจ
![](data:image/png;base64,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)
2. ความเด่น (dominance, Do) ในที่นี้จะใช้ความเด่นด้านพื้นที่หน้าตัด (basal area, BA) คือ พื้นที่หน้าตัดของลำต้นไม้ชนิดที่กำหนด ที่ได้จากการวัดที่ระดับความสูง 1.30 เมตร จากพื้นดินต่อหน่วยพื้นที่ที่ทำการสำรวจ
![](data:image/png;base64,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)
3. ความถี่ (frequency, F) คือ อัตราร้อยละของจำนวนแปลงตัวอย่างที่ปรากฏพันธุ์ไม้ชนิดที่กำหนดต่อจำนวนแปลงตัวอย่างทั้งหมดที่ทำการสำรวจ
![](data:image/png;base64,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)
4. ค่าความหนาแน่นสัมพัทธ์ของชนิดไม้ (relative density, RD) คือ สัดส่วนของความหนาแน่นของชนิดไม้ที่ต้องการต่อค่าความหนาแน่นทั้งหมดของไม้ทุกชนิดในสังคม คิดเป็นค่าร้อยละ
![](data:image/png;base64,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)
5. ค่าความเด่นสัมพัทธ์ของชนิดไม้ (relative dominance, RDo) คือ ค่าสัดส่วนของความเด่นของชนิดไม้ที่ต้องการต่อค่าความเด่นทั้งหมดของไม้ทุกชนิดในสังคม คิดเป็นค่าร้อยละ
![](data:image/png;base64,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)
6. ค่าความถี่สัมพัทธ์ของชนิดไม้ (relative frequency, RF) คือ สัดส่วนของความถี่ของชนิดไม้ที่ต้องการต่อค่าความถี่ทั้งหมดของไม้ทุกชนิดในสังคม คิดเป็นค่าร้อยละ
![](data:image/png;base64,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)
7. หาค่าดัชนีความสำคัญของชนิดไม้ (importance value index, IVI) คือ ผลรวมของค่าความหนาแน่นสัมพัทธ์ ความเด่นสัมพัทธ์ และความถี่สัมพัทธ์ ของชนิดไม้นั้นในสังคม ซึ่งหาได้จากสูตร
![](data:image/png;base64,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)
3.2 ลักษณะเชิงสังเคราะห์ของสังคม (synthetical characteristics) ทำการวิเคราะห์ข้อมูลดังต่อไปนี้
3.2.1 ดัชนีความหลากหลาย (Shannon-Wiener index of diversity) คำนวณตามวิธีการของ Krebs (1972) ดังนี้
![](data:image/png;base64,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)
เมื่อ H' = ค่าดัชนีความหลากชนิดของ Shannon – Wiener
S = จำนวนชนิดพืชพรรณ
Pi = สัดส่วนของจำนวนชนิดที่ i ต่อผลรวมของจำนวนทั้งหมดทุกชนิดในสังคม