什么是残差平方和插值

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基于AMMRR插值法的草地综合顺序分类研究--以甘肃省为例.doc9页
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基于 AMMRR 插值法的草地综合顺序分类
研究--以甘肃省为例#
郭婧1,2,柳小妮2,任正超3**
(1. 甘肃农业大学草业学院,草业生态系统教育部重点实验室(甘肃农业大学),
兰州 730070;
2. 中-美草地畜牧业可持续发展研究中心,兰州 730070;
3. 甘肃农业大学经济管理学院,兰州 730070)
摘要:在草地综合顺序分类系统(IOCSG)的指导下,以甘肃省 113 个气象站点多年 0年
积温(Σθ)和年降水量(r)以及 DEM 数据为主要数据源,采用“多元回归+残差分析法
(AMMRR)”进行气象数据空间化,通过空间叠置分析完成甘肃省草地类的划分。研究结果
表明:甘肃省共有 28 个 IOCSG 草地类,面积最广的有 4 个,分别是微温极干温带荒漠类(
A3)、微温干旱温带半荒漠类(B10)、微温湿润落叶阔叶林类(E31)和寒冷潮湿高山
草甸类(F36),分别主要分布在北山山地、河西走廊、黄土高原和甘南高原;亚热带的
几个类(B12、C19、D26 和E33)分布面积较小,比例不足 1%。研究结果符合甘肃
省各区域的气候特点。AMMRR 法充分考虑了地形因子(经度、纬度和海拔高度)对气象要素
的影响,使Σθ和 r 插值结果更接近实际,得到的草地分类图也充分体现出了植被的地带性
规律,模拟效果较好。
关键词:草地;GIS;综合顺序分类系统(IOCSG);多元回归+残差分析法(AMMRR);甘肃
中图分类号:P409
IOCSG based grassland classification by AMMRR
interpolation--A case study in Gansu province
GUO Jing1,2, LIU Xiaoni2, REN Zhengchao3
1. College of Pratacultural Science, Gansu Agricultural University, Key Laboratory of Grassland
Ecology System, Ministry of Education
Gansu Agricultural University , LanZhou 730070;
2. Sino-U.S. Centers for Grazingland Ecosystem Susta
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