Robust Estimation for the Determinant Model of Land use Pattern Based on the Area Percentage Dataset of Land Uses
基于栅格面积成分数据的土地利用格局解释模型稳健估计

Given that the ordinary least square estimate is not adaptable to analyzing the driving mechanism of land use pattern represented by the area percentage data,this paper develops an estimation approach according to the partial least squares regression algorithm capable of analyzing the driving mechanism of land use pattern identified at the pixel specific resolution. The approach can be used to obtain the robust estimates for the determinant model of land use pattern and guarantee that the sum of predicted a...