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ModelGenetator.m
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131 lines (120 loc) · 6.16 KB
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addpath ".\AdaHRBF"
attitude_north = xlsread('Data\NFattitude.xlsx');
attitude_south = xlsread('Data\SFattitude.xlsx');
attitude_north=AttitudeToVector(attitude_north);
attitude_south=AttitudeToVector(attitude_south);
gradient_north=DipvectorToGradientvector(attitude_north);
gradient_south=DipvectorToGradientvector(attitude_south);
k=1e-4;
basefunctype=1;
maindir = 'data\';
subdir = dir( maindir );
% data文件夹下所有采样后的采样点目录，逐一插值计算模型
for i = 1 : length( subdir )
if( isequal( subdir( i ).name, '.' )||...
isequal( subdir( i ).name, '..')||...
~subdir( i ).isdir) % 如果不是目录则跳过
continue;
end
% 子文件目录
subdirpath = fullfile( maindir, subdir( i ).name);
% 每个模型文件夹下有断层、南部、北部三个文件表示三个采样数据
dat = dir( subdirpath );
fault_path = fullfile( maindir, subdir( i ).name, dat( 3 ).name);
north_path = fullfile( maindir, subdir( i ).name, dat( 4 ).name);
south_path = fullfile( maindir, subdir( i ).name, dat( 5 ).name);
attributes_f = xlsread(fault_path);
attributes_n = xlsread(north_path);
attributes_s = xlsread(south_path);
% HRBF插值过程
attributes_north = attributes_n;
attributes_south = attributes_s;
attributes_fault = attributes_f;
% geting the scope of study area and initial the mesh grid
[meshgrid_NX,meshgrid_NY,meshgrid_NZ] = meshgrid(666500:50:673900,2570150:50:2576450,0:25:1150);
[meshgrid_SX,meshgrid_SY,meshgrid_SZ] = meshgrid(666500:50:673900,2570150:50:2576450,0:25:1150);
%HRBF: interpolating an initial 3D scalar field function in northern sub-domain
[alph_n,bravo_n,charlie_n]=GetParameters(1e-4,1,attributes_north,gradient_north);
valueGrid_north=GetValueGrid(k,basefunctype,meshgrid_NX,meshgrid_NY,meshgrid_NZ,attributes_north,gradient_north,alph_n,bravo_n,charlie_n);
%HRBF: interpolating an initial 3D scalar field function in southern sub-domain
[alphs,betas,charlies]=GetParameters(1e-4,1,attributes_south,gradient_south);
valueGrid_south=GetValueGrid(k,basefunctype,meshgrid_SX,meshgrid_SY,meshgrid_SZ,attributes_south,gradient_south,alphs,betas,charlies);
%RBF: interpolating a 3D scalar field for fault
[alph,~,charlie]=GetParameters(1e-4,1,attributes_fault);
valueGrid_fault=GetValueGrid(k,basefunctype,meshgrid_NX,meshgrid_NY,meshgrid_NZ,attributes_fault,nan,alph,nan,charlie);
clear alph_n bravo_n charlie_n alphs betas charlies
index_s=find(valueGrid_fault>=1);
index_f=find(valueGrid_fault>-1 & valueGrid_fault<1);
valueGrid_north(index_s)=valueGrid_south(index_s);
valueGrid_north(index_f)=0;
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%可视化过程################
% value_list=[4872,7233,8429,9145,9674,10602,11717,8429,9145,9674,10602,11142];
% color_list={'#ffe7ff','#fedfff','#ecffb0','#e2e2e2','#d0cfe1','#c5c4ca','#ffdfc0','#ecffb0','#e2e2e2','#d0cfe1','#c5c4ca','#ffe7cf'};
% area=[664700 675100 2568400 2578100 0 1150];
% color_axis=[4000,13000];
% % displaying stratigraphic interfaces in the northern subdomain
% fig2=figure('Name','HRBFisosurfaces');
% figure(fig2);
% % stratigraphic interfaces with initial gradient magnitude
% subplot(1,2,1);
% light('position',[-0.5,-0.5,0.5],'style','local','color','[0.5,0.5,0.5]')
% grid on; box on;
% axis(area);
% axis equal;
% set(gca,'XLim',[area(1) area(2)]);
% set(gca,'YLim',[area(3) area(4)]);
% set(gca,'ZLim',[area(5) area(6)]);
% for i=1:7
% pic = patch(isosurface(meshgrid_NX,meshgrid_NY,meshgrid_NZ,valueGrid_north,value_list(i)));
% isonormals(meshgrid_NX,meshgrid_NY,meshgrid_NZ,valueGrid_north,pic)
% set(pic,'FaceColor',color_list{i},'EdgeColor','none');
% hold on;
% end
% % dsiplaying faults interfaces
% pic_f = patch(isosurface(meshgrid_NX,meshgrid_NY,meshgrid_NZ,valueGrid_fault,0));
% isonormals(meshgrid_NX,meshgrid_NY,meshgrid_NZ,valueGrid_fault,pic_f)
% set(pic_f,'FaceColor','red','EdgeColor','none');
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%保存结果
%输出
m=size(valueGrid_north(:),1);
%A为M行（网格元素个数）1列，初始值-1表示Nan
A=-1.*ones(m,1);
clear attributes_fault attributes_north attributes_south meshgrid_SX meshgrid_SY meshgrid_SZ valueGrid_south valueGrid_fault
%valueMartix为M行（网格元素个数）5列(X,Y,Z,地层属性值，地层标号防止读写时候把其他值读为字符串，所以用数字编号
valueMartix=[meshgrid_NX(:),meshgrid_NY(:),meshgrid_NZ(:),valueGrid_north(:),A];
clear meshgrid_NX meshgrid_NY meshgrid_NZ valueGrid_north A
index_=find(valueMartix(:,4)==0);
valueMartix(index_,5)=0;
index_=find(valueMartix(:,4)>1898 & valueMartix(:,4)<3734);
valueMartix(index_,5)=1;
index_=find(valueMartix(:,4)>3734 & valueMartix(:,4)<4872);
valueMartix(index_,5)=2;
index_=find(valueMartix(:,4)>4872 & valueMartix(:,4)<6772);
valueMartix(index_,5)=3;
index_=find(valueMartix(:,4)>6772 & valueMartix(:,4)<7233);
valueMartix(index_,5)=4;
index_=find(valueMartix(:,4)>7233 & valueMartix(:,4)<8214);
valueMartix(index_,5)=5;
index_=find(valueMartix(:,4)>8214 & valueMartix(:,4)<8429);
valueMartix(index_,5)=6;
index_=find(valueMartix(:,4)>8429 & valueMartix(:,4)<9145);
valueMartix(index_,5)=7;
index_=find(valueMartix(:,4)>9145 & valueMartix(:,4)<9674);
valueMartix(index_,5)=8;
index_=find(valueMartix(:,4)>9674 & valueMartix(:,4)<10602);
valueMartix(index_,5)=9;
index_=find(valueMartix(:,4)>10602 & valueMartix(:,4)<11142);
valueMartix(index_,5)=10;
index_=find(valueMartix(:,4)>11142 & valueMartix(:,4)<11717);
valueMartix(index_,5)=11;
index_=find(valueMartix(:,4)>11717 & valueMartix(:,4)<12020);
valueMartix(index_,5)=12;
index_=find(valueMartix(:,4)>12020);
valueMartix(index_,5)=13;
%保存每个模型
name=strcat("model_after",num2str(i-3));
name=strcat(name,".csv");
path=strcat("models_after1216\",name);
csvwrite(path,valueMartix)
clear valueMartix index_
end