预处理系统 WPS 详解:以4.5版本为例
- Geogrid/Metgrid 插值选项详解
- 1. 插值方法的工作机制
- 2. 插值方法的详细说明
- 2.1 四点双线性插值(four_pt)
- 2.2 十六点重叠抛物线插值(sixteen_pt)
- 2.3 简单四点平均插值(average_4pt)
- 2.4 加权四点平均插值(wt_average_4pt)
- 2.5 简单十六点平均插值(average_16pt)
- 2.6 加权十六点平均插值(wt_average_16pt)
- 2.7 最近邻插值(nearest_neighbor)
- 2.8 广度优先搜索插值(search)
- 2.9 模型网格单元平均插值(average_gcell)
- 3. 插值方法的选择与组合
- 静态数据中的土地利用与土壤分类
- 土地利用分类
- 土壤分类
- WPS输出字段(WPS Output Fields)
- 1. Geogrid输出(Geogrid Output)
- 2. Metgrid 输出(Metgrid Output)
- 参考
Geogrid/Metgrid 插值选项详解
在 WRF/WPS 模型中,GEOGRID.TBL 和 METGRID.TBL 文件用于控制静态地理数据(geogrid)或气象数据(metgrid)的插值方式。用户可以为每个变量指定一种或多种插值方法,按优先级尝试这些方法,直至某种方法成功或列表耗尽。
以下是 WPS 中可用的插值方法的详细概述,包括它们的适用场景、插值原理和计算细节。
1. 插值方法的工作机制
多种插值方法组合使用:例如,interp_option=four_pt+average_4pt 表示优先尝试四点双线性插值(four_pt),如果数据中存在缺失值导致插值失败,则退回到简单四点平均插值(average_4pt)。
连续与分类数据的区别:
- 连续数据(continuous):适用于具有连续数值的字段(如地形高度)。
- 分类数据(categorical):适用于离散类别字段(如土地利用类型)。
2. 插值方法的详细说明
2.1 四点双线性插值(four_pt)
方法描述:要求目标点 (x,y) 周围有四个有效数据点(a11, a12, a21, a22),以实现插值。
计算步骤:
1、对 a11 和 a12 在 x 轴方向线性插值,得到中间值;
2、对 a21 和 a22 在 x 轴方向线性插值;
3、对上述两个中间值在 y 轴方向线性插值,最终得到 (x,y) 的插值值。
适用场景:适合无缺失值的连续数据。
2.2 十六点重叠抛物线插值(sixteen_pt)
方法描述:使用 (x,y) 周围的 16 个有效数据点,拟合抛物线进行插值。
计算步骤:
1、对每行的四组连续点(如 ai1, ai2, ai3 和 ai2, ai3, ai4)拟合两条抛物线;
2、计算目标 x 坐标上的中间值,并对两个抛物线的结果加权平均;
3、最后,对所有行的中间值沿 y 轴方向进行类似操作。
特点:比双线性插值更平滑,但需要更多的有效点。
适用场景:适合连续数据,精度高。
2.3 简单四点平均插值(average_4pt)
方法描述:使用 (x,y) 周围四个点中的一部分有效数据点,计算其简单平均值。
优点:容忍部分数据缺失。
适用场景:适合数据稀疏或有缺失值的情况。
2.4 加权四点平均插值(wt_average_4pt)
方法描述:对 (x,y) 周围的四个点进行加权平均,权重由点到目标点的距离决定:
其中,x_i 和 y_j 是数据点的坐标。
优点:权重更精准,适合部分缺失数据且需要较高精度的场景。
2.5 简单十六点平均插值(average_16pt)
方法描述:类似于 average_4pt,但使用 (x,y) 周围的 16 个点。
适用场景:适合处理更高分辨率数据的情况。
2.6 加权十六点平均插值(wt_average_16pt)
方法描述:类似于 wt_average_4pt,但使用 (x,y) 周围的 16 个点
权重公式如下:
特点:精度更高,但对计算资源要求较高。
2.7 最近邻插值(nearest_neighbor)
方法描述:
- 对连续数据:直接选取离 (x,y) 最近的源数据点值。
- 对分类数据:计算网格中每种类别的占比,并以占比最大的类别为结果。
适用场景:适合分类数据或低分辨率数据。
2.8 广度优先搜索插值(search)
方法描述:将数据点视为二维网格图,从 (x,y) 最近的源数据点开始广度优先搜索,找到最近的有效点,使用其值进行插值。
特点:可以解决稀疏数据的插值问题,找到最近的“有效邻居”。
适用场景:适合数据缺失严重的情况。
2.9 模型网格单元平均插值(average_gcell)
方法描述:适用于源数据分辨率高于模型网格分辨率的情况。对于每个模型网格单元,计算所有靠近其中心的源数据点的简单平均值。
特点:适合高分辨率数据的降采样。
适用场景:常用于地形等静态数据的插值。
3. 插值方法的选择与组合
组合使用插值方法:可以通过 + 符号组合多种方法。例如:
interp_option=four_pt+average_4pt
表示优先尝试 four_pt,失败时退回到 average_4pt。
插值选项示例:
1、对地形高度数据:
interp_option=four_pt+average_4pt
2、对土地利用分类数据:
interp_option=nearest_neighbor
3、对气象场降水数据:
interp_option=wt_average_16pt
静态数据中的土地利用与土壤分类
土地利用分类
静态数据中的默认土地利用分类使用的是 MODIS 分类,与 WRF 的 VEGPARM.TBL 和 LANDUSE.TBL 文件相匹配。
用户可以下载更高分辨率的静态数据(如 USGS 数据),并确保其分类与表格文件一致。
土壤分类
静态数据中的土壤分类与 WRF 的 SOILPARM.TBL 文件匹配,用户需确保所用数据集的分类编号与表格文件一致。
WPS输出字段(WPS Output Fields)
1. Geogrid输出(Geogrid Output)
以下是写入 geogrid 程序输出文件的全局属性和字段的列表。此列表是 ncdump 程序在典型的 geo_em.d01.nc 文件上运行时输出的精简版本。
> ncdump -h geo_em.d01.nc
netcdf geo_em.d01 {
dimensions:
Time = UNLIMITED ; // (1 currently)
DateStrLen = 19 ;
west_east = 73 ;
south_north = 60 ;
south_north_stag = 61 ;
west_east_stag = 74 ;
land_cat = 21 ;
soil_cat = 16 ;
month = 12 ;
num_urb_params = 132 ;
variables:
char Times(Time, DateStrLen) ;
float XLAT_M(Time, south_north, west_east) ;
XLAT_M:units = "degrees latitude" ;
XLAT_M:description = "Latitude on mass grid" ;
float XLONG_M(Time, south_north, west_east) ;
XLONG_M:units = "degrees longitude" ;
XLONG_M:description = "Longitude on mass grid" ;
float XLAT_V(Time, south_north_stag, west_east) ;
XLAT_V:units = "degrees latitude" ;
XLAT_V:description = "Latitude on V grid" ;
float XLONG_V(Time, south_north_stag, west_east) ;
XLONG_V:units = "degrees longitude" ;
XLONG_V:description = "Longitude on V grid" ;
float XLAT_U(Time, south_north, west_east_stag) ;
XLAT_U:units = "degrees latitude" ;
XLAT_U:description = "Latitude on U grid" ;
float XLONG_U(Time, south_north, west_east_stag) ;
XLONG_U:units = "degrees longitude" ;
XLONG_U:description = "Longitude on U grid" ;
float CLAT(Time, south_north, west_east) ;
CLAT:units = "degrees latitude" ;
CLAT:description = "Computational latitude on mass grid" ;
float CLONG(Time, south_north, west_east) ;
CLONG:units = "degrees longitude" ;
CLONG:description = "Computational longitude on mass grid" ;
float MAPFAC_M(Time, south_north, west_east) ;
MAPFAC_M:units = "none" ;
MAPFAC_M:description = "Mapfactor on mass grid" ;
float MAPFAC_V(Time, south_north_stag, west_east) ;
MAPFAC_V:units = "none" ;
MAPFAC_V:description = "Mapfactor on V grid" ;
float MAPFAC_U(Time, south_north, west_east_stag) ;
MAPFAC_U:units = "none" ;
MAPFAC_U:description = "Mapfactor on U grid" ;
float MAPFAC_MX(Time, south_north, west_east) ;
MAPFAC_MX:units = "none" ;
MAPFAC_MX:description = "Mapfactor (x-dir) on mass grid" ;
float MAPFAC_VX(Time, south_north_stag, west_east) ;
MAPFAC_VX:units = "none" ;
MAPFAC_VX:description = "Mapfactor (x-dir) on V grid" ;
float MAPFAC_UX(Time, south_north, west_east_stag) ;
MAPFAC_UX:units = "none" ;
MAPFAC_UX:description = "Mapfactor (x-dir) on U grid" ;
float MAPFAC_MY(Time, south_north, west_east) ;
MAPFAC_MY:units = "none" ;
MAPFAC_MY:description = "Mapfactor (y-dir) on mass grid" ;
float MAPFAC_VY(Time, south_north_stag, west_east) ;
MAPFAC_VY:units = "none" ;
MAPFAC_VY:description = "Mapfactor (y-dir) on V grid" ;
float MAPFAC_UY(Time, south_north, west_east_stag) ;
MAPFAC_UY:units = "none" ;
MAPFAC_UY:description = "Mapfactor (y-dir) on U grid" ;
float E(Time, south_north, west_east) ;
E:units = "-" ;
E:description = "Coriolis E parameter" ;
float F(Time, south_north, west_east) ;
F:units = "-" ;
F:description = "Coriolis F parameter" ;
float SINALPHA(Time, south_north, west_east) ;
SINALPHA:units = "none" ;
SINALPHA:description = "Sine of rotation angle" ;
float COSALPHA(Time, south_north, west_east) ;
COSALPHA:units = "none" ;
COSALPHA:description = "Cosine of rotation angle" ;
float LANDMASK(Time, south_north, west_east) ;
LANDMASK:units = "none" ;
LANDMASK:description = "Landmask : 1=land, 0=water" ;
float XLAT_C(Time, south_north_stag, west_east_stag) ;
XLAT_C:units = "degrees latitude" ;
XLAT_C:description = "Latitude at grid cell corners" ;
float XLONG_C(Time, south_north_stag, west_east_stag) ;
XLONG_C:units = "degrees longitude" ;
XLONG_C:description = "Longitude at grid cell corners" ;
float LANDUSEF(Time, land_cat, south_north, west_east) ;
LANDUSEF:units = "category" ;
LANDUSEF:description = "Noah-modified 21-category IGBP-MODIS landuse" ;
float LU_INDEX(Time, south_north, west_east) ;
LU_INDEX:units = "category" ;
LU_INDEX:description = "Dominant category" ;
float HGT_M(Time, south_north, west_east) ;
HGT_M:units = "meters MSL" ;
HGT_M:description = "GMTED2010 30-arc-second topography height" ;
float SOILTEMP(Time, south_north, west_east) ;
SOILTEMP:units = "Kelvin" ;
SOILTEMP:description = "Annual mean deep soil temperature" ;
float SOILCTOP(Time, soil_cat, south_north, west_east) ;
SOILCTOP:units = "category" ;
SOILCTOP:description = "16-category top-layer soil type" ;
float SCT_DOM(Time, south_north, west_east) ;
SCT_DOM:units = "category" ;
SCT_DOM:description = "Dominant category" ;
float SOILCBOT(Time, soil_cat, south_north, west_east) ;
SOILCBOT:units = "category" ;
SOILCBOT:description = "16-category top-layer soil type" ;
float SCB_DOM(Time, south_north, west_east) ;
SCB_DOM:units = "category" ;
SCB_DOM:description = "Dominant category" ;
float ALBEDO12M(Time, month, south_north, west_east) ;
ALBEDO12M:units = "percent" ;
ALBEDO12M:description = "Monthly surface albedo" ;
float GREENFRAC(Time, month, south_north, west_east) ;
GREENFRAC:units = "fraction" ;
GREENFRAC:description = "MODIS FPAR" ;
float LAI12M(Time, month, south_north, west_east) ;
LAI12M:units = "m^2/m^2" ;
LAI12M:description = "MODIS LAI" ;
float SNOALB(Time, south_north, west_east) ;
SNOALB:units = "percent" ;
SNOALB:description = "Maximum snow albedo" ;
float SLOPECAT(Time, south_north, west_east) ;
SLOPECAT:units = "category" ;
SLOPECAT:description = "Dominant category" ;
float CON(Time, south_north, west_east) ;
CON:units = "" ;
CON:description = "Subgrid-scale orographic convexity" ;
float VAR(Time, south_north, west_east) ;
VAR:units = "" ;
VAR:description = "Subgrid-scale orographic variance" ;
float OA1(Time, south_north, west_east) ;
OA1:units = "" ;
OA1:description = "Subgrid-scale orographic asymmetry" ;
float OA2(Time, south_north, west_east) ;
OA2:units = "" ;
OA2:description = "Subgrid-scale orographic asymmetry" ;
float OA3(Time, south_north, west_east) ;
OA3:units = "" ;
OA3:description = "Subgrid-scale orographic asymmetry" ;
float OA4(Time, south_north, west_east) ;
OA4:units = "" ;
OA4:description = "Subgrid-scale orographic asymmetry" ;
float OL1(Time, south_north, west_east) ;
OL1:units = "" ;
OL1:description = "Subgrid-scale effective orographic length scale" ;
float OL2(Time, south_north, west_east) ;
OL2:units = "" ;
OL2:description = "Subgrid-scale effective orographic length scale" ;
float OL3(Time, south_north, west_east) ;
OL3:units = "" ;
OL3:description = "Subgrid-scale effective orographic length scale" ;
float OL4(Time, south_north, west_east) ;
OL4:units = "" ;
OL4:description = "Subgrid-scale effective orographic length scale" ;
float VAR_SSO(Time, south_north, west_east) ;
VAR_SSO:units = "meters2 MSL" ;
VAR_SSO:description = "Variance of Subgrid Scale Orography" ;
float LAKE_DEPTH(Time, south_north, west_east) ;
LAKE_DEPTH:units = "meters MSL" ;
LAKE_DEPTH:description = "Topography height" ;
float URB_PARAM(Time, num_urb_params, south_north, west_east) ;
URB_PARAM:units = "dimensionless" ;
URB_PARAM:description = "Urban_Parameters" ;
// global attributes:
:TITLE = "OUTPUT FROM GEOGRID V4.0" ;
:SIMULATION_START_DATE = "0000-00-00_00:00:00" ;
:WEST-EAST_GRID_DIMENSION = 74 ;
:SOUTH-NORTH_GRID_DIMENSION = 61 ;
:BOTTOM-TOP_GRID_DIMENSION = 0 ;
:WEST-EAST_PATCH_START_UNSTAG = 1 ;
:WEST-EAST_PATCH_END_UNSTAG = 73 ;
:WEST-EAST_PATCH_START_STAG = 1 ;
:WEST-EAST_PATCH_END_STAG = 74 ;
:SOUTH-NORTH_PATCH_START_UNSTAG = 1 ;
:SOUTH-NORTH_PATCH_END_UNSTAG = 60 ;
:SOUTH-NORTH_PATCH_START_STAG = 1 ;
:SOUTH-NORTH_PATCH_END_STAG = 61 ;
:GRIDTYPE = "C" ;
:DX = 30000.f ;
:DY = 30000.f ;
:DYN_OPT = 2 ;
:CEN_LAT = 34.83001f ;
:CEN_LON = -81.03f ;
:TRUELAT1 = 30.f ;
:TRUELAT2 = 60.f ;
:MOAD_CEN_LAT = 34.83001f ;
:STAND_LON = -98.f ;
:POLE_LAT = 90.f ;
:POLE_LON = 0.f ;
:corner_lats = 28.17127f, 44.36657f, 39.63231f, 24.61906f, 28.17842f, 44.37617f, \
39.57812f, 24.57806f, 28.03771f, 44.50592f, 39.76032f, 24.49431f, 28.04485f, \
44.51553f, 39.70599f, 24.45341f ;
:corner_lons = -93.64893f, -92.39661f, -66.00165f, -72.64047f, -93.80048f, \
-92.59155f, -65.83557f, -72.5033f, -93.65717f, -92.3829f, -65.9313f, \
-72.68539f, -93.80841f, -92.57831f, -65.76495f, -72.54843f ;
:MAP_PROJ = 1 ;
:MMINLU = "MODIFIED_IGBP_MODIS_NOAH" ;
:NUM_LAND_CAT = 21 ;
:ISWATER = 17 ;
:ISLAKE = 21 ;
:ISICE = 15 ;
:ISURBAN = 13 ;
:ISOILWATER = 14 ;
:grid_id = 1 ;
:parent_id = 1 ;
:i_parent_start = 1 ;
:j_parent_start = 1 ;
:i_parent_end = 74 ;
:j_parent_end = 61 ;
:parent_grid_ratio = 1 ;
:FLAG_MF_XY = 1 ;
:FLAG_LAI12M = 1 ;
:FLAG_LAKE_DEPTH = 1 ;
}
全局属性 corner_lats 和 corner_lons 包含域角相对于不同网格交错(质量、u、v 和无交错)的纬度-经度位置。 corner_lats 和 corner_lons 数组中每个元素所指的位置总结在下表和图中。
2. Metgrid 输出(Metgrid Output)
除了地理网格输出文件(例如 geo_em.d01.nc)中的字段外,以下字段和全局属性也将出现在 metgrid 程序的典型输出文件中,使用默认的 METGRID.TBL 文件和来自 NCEP 的 GFS 模型的气象数据运行。
> ncdump met_em.d01.2016-04-07_00:00:00.nc
netcdf met_em.d01.2016-04-07_00\:00\:00 {
dimensions:
Time = UNLIMITED ; // (1 currently)
DateStrLen = 19 ;
west_east = 73 ;
south_north = 60 ;
num_metgrid_levels = 27 ;
num_st_layers = 4 ;
num_sm_layers = 4 ;
south_north_stag = 61 ;
west_east_stag = 74 ;
z-dimension0132 = 132 ;
z-dimension0012 = 12 ;
z-dimension0016 = 16 ;
z-dimension0021 = 21 ;
variables:
char Times(Time, DateStrLen) ;
float PRES(Time, num_metgrid_levels, south_north, west_east) ;
PRES:units = "" ;
PRES:description = "" ;
float SOIL_LAYERS(Time, num_st_layers, south_north, west_east) ;
SOIL_LAYERS:units = "" ;
SOIL_LAYERS:description = "" ;
float SM(Time, num_sm_layers, south_north, west_east) ;
SM:units = "" ;
SM:description = "" ;
float ST(Time, num_st_layers, south_north, west_east) ;
ST:units = "" ;
ST:description = "" ;
float GHT(Time, num_metgrid_levels, south_north, west_east) ;
GHT:units = "m" ;
GHT:description = "Height" ;
float HGTTROP(Time, south_north, west_east) ;
HGTTROP:units = "m" ;
HGTTROP:description = "Height of tropopause" ;
float TTROP(Time, south_north, west_east) ;
TTROP:units = "K" ;
TTROP:description = "Temperature at tropopause" ;
float PTROPNN(Time, south_north, west_east) ;
PTROPNN:units = "Pa" ;
PTROPNN:description = "PTROP, used for nearest neighbor interp" ;
float PTROP(Time, south_north, west_east) ;
PTROP:units = "Pa" ;
PTROP:description = "Pressure of tropopause" ;
float VTROP(Time, south_north_stag, west_east) ;
VTROP:units = "m s-1" ;
VTROP:description = "V at tropopause" ;
float UTROP(Time, south_north, west_east_stag) ;
UTROP:units = "m s-1" ;
UTROP:description = "U at tropopause" ;
float HGTMAXW(Time, south_north, west_east) ;
HGTMAXW:units = "m" ;
HGTMAXW:description = "Height of max wind level" ;
float TMAXW(Time, south_north, west_east) ;
TMAXW:units = "K" ;
TMAXW:description = "Temperature at max wind level" ;
float PMAXWNN(Time, south_north, west_east) ;
PMAXWNN:units = "Pa" ;
PMAXWNN:description = "PMAXW, used for nearest neighbor interp" ;
float PMAXW(Time, south_north, west_east) ;
PMAXW:units = "Pa" ;
PMAXW:description = "Pressure of max wind level" ;
float VMAXW(Time, south_north_stag, west_east) ;
VMAXW:units = "m s-1" ;
VMAXW:description = "V at max wind" ;
float UMAXW(Time, south_north, west_east_stag) ;
UMAXW:units = "m s-1" ;
UMAXW:description = "U at max wind" ;
float SNOWH(Time, south_north, west_east) ;
SNOWH:units = "m" ;
SNOWH:description = "Physical Snow Depth" ;
float SNOW(Time, south_north, west_east) ;
SNOW:units = "kg m-2" ;
SNOW:description = "Water equivalent snow depth" ;
float SKINTEMP(Time, south_north, west_east) ;
SKINTEMP:units = "K" ;
SKINTEMP:description = "Skin temperature" ;
float SOILHGT(Time, south_north, west_east) ;
SOILHGT:units = "m" ;
SOILHGT:description = "Terrain field of source analysis" ;
float LANDSEA(Time, south_north, west_east) ;
LANDSEA:units = "proprtn" ;
LANDSEA:description = "Land/Sea flag (1=land, 0 or 2=sea)" ;
float SEAICE(Time, south_north, west_east) ;
SEAICE:units = "proprtn" ;
SEAICE:description = "Ice flag" ;
float ST100200(Time, south_north, west_east) ;
ST100200:units = "K" ;
ST100200:description = "T 100-200 cm below ground layer (Bottom)" ;
float ST040100(Time, south_north, west_east) ;
ST040100:units = "K" ;
ST040100:description = "T 40-100 cm below ground layer (Upper)" ;
float ST010040(Time, south_north, west_east) ;
ST010040:units = "K" ;
ST010040:description = "T 10-40 cm below ground layer (Upper)" ;
float ST000010(Time, south_north, west_east) ;
ST000010:units = "K" ;
ST000010:description = "T 0-10 cm below ground layer (Upper)" ;
float SM100200(Time, south_north, west_east) ;
SM100200:units = "fraction" ;
SM100200:description = "Soil Moist 100-200 cm below gr layer" ;
float SM040100(Time, south_north, west_east) ;
SM040100:units = "fraction" ;
SM040100:description = "Soil Moist 40-100 cm below grn layer" ;
float SM010040(Time, south_north, west_east) ;
SM010040:units = "fraction" ;
SM010040:description = "Soil Moist 10-40 cm below grn layer" ;
float SM000010(Time, south_north, west_east) ;
SM000010:units = "fraction" ;
SM000010:description = "Soil Moist 0-10 cm below grn layer (Up)" ;
float PSFC(Time, south_north, west_east) ;
PSFC:units = "Pa" ;
PSFC:description = "Surface Pressure" ;
float RH(Time, num_metgrid_levels, south_north, west_east) ;
RH:units = "%" ;
RH:description = "Relative Humidity" ;
float VV(Time, num_metgrid_levels, south_north_stag, west_east) ;
VV:units = "m s-1" ;
VV:description = "V" ;
float UU(Time, num_metgrid_levels, south_north, west_east_stag) ;
UU:units = "m s-1" ;
UU:description = "U" ;
float TT(Time, num_metgrid_levels, south_north, west_east) ;
TT:units = "K" ;
TT:description = "Temperature" ;
float PMSL(Time, south_north, west_east) ;
PMSL:units = "Pa" ;
PMSL:description = "Sea-level Pressure" ;
// global attributes:
:TITLE = "OUTPUT FROM METGRID V4.0" ;
:SIMULATION_START_DATE = "2016-04-07_00:00:00" ;
:WEST-EAST_GRID_DIMENSION = 74 ;
:SOUTH-NORTH_GRID_DIMENSION = 61 ;
:BOTTOM-TOP_GRID_DIMENSION = 27 ;
:WEST-EAST_PATCH_START_UNSTAG = 1 ;
:WEST-EAST_PATCH_END_UNSTAG = 73 ;
:WEST-EAST_PATCH_START_STAG = 1 ;
:WEST-EAST_PATCH_END_STAG = 74 ;
:SOUTH-NORTH_PATCH_START_UNSTAG = 1 ;
:SOUTH-NORTH_PATCH_END_UNSTAG = 60 ;
:SOUTH-NORTH_PATCH_START_STAG = 1 ;
:SOUTH-NORTH_PATCH_END_STAG = 61 ;
:GRIDTYPE = "C" ;
:DX = 30000.f ;
:DY = 30000.f ;
:DYN_OPT = 2 ;
:CEN_LAT = 34.83001f ;
:CEN_LON = -81.03f ;
:TRUELAT1 = 30.f ;
:TRUELAT2 = 60.f ;
:MOAD_CEN_LAT = 34.83001f ;
:STAND_LON = -98.f ;
:POLE_LAT = 90.f ;
:POLE_LON = 0.f ;
:corner_lats = 28.17127f, 44.36657f, 39.63231f, 24.61906f, 28.17842f, \
44.37617f, 39.57812f, 24.57806f, 28.03771f, 44.50592f, 39.76032f, 24.49431f, \
28.04485f, 44.51553f, 39.70599f, 24.45341f ;
:corner_lons = -93.64893f, -92.39661f, -66.00165f, -72.64047f, -93.80048f, \
-92.59155f, -65.83557f, -72.5033f, -93.65717f, -92.3829f, -65.9313f, \
-72.68539f, -93.80841f, -92.57831f, -65.76495f, -72.54843f ;
:MAP_PROJ = 1 ;
:MMINLU = "MODIFIED_IGBP_MODIS_NOAH" ;
:NUM_LAND_CAT = 21 ;
:ISWATER = 17 ;
:ISLAKE = 21 ;
:ISICE = 15 ;
:ISURBAN = 13 ;
:ISOILWATER = 14 ;
:grid_id = 1 ;
:parent_id = 1 ;
:i_parent_start = 1 ;
:j_parent_start = 1 ;
:i_parent_end = 74 ;
:j_parent_end = 61 ;
:parent_grid_ratio = 1 ;
:NUM_METGRID_SOIL_LEVELS = 4 ;
:FLAG_METGRID = 1 ;
:FLAG_EXCLUDED_MIDDLE = 0 ;
:FLAG_SOIL_LAYERS = 1 ;
:FLAG_SNOW = 1 ;
:FLAG_PSFC = 1 ;
:FLAG_SM000010 = 1 ;
:FLAG_SM010040 = 1 ;
:FLAG_SM040100 = 1 ;
:FLAG_SM100200 = 1 ;
:FLAG_ST000010 = 1 ;
:FLAG_ST010040 = 1 ;
:FLAG_ST040100 = 1 ;
:FLAG_ST100200 = 1 ;
:FLAG_SLP = 1 ;
:FLAG_SNOWH = 1 ;
:FLAG_SOILHGT = 1 ;
:FLAG_UTROP = 1 ;
:FLAG_VTROP = 1 ;
:FLAG_TTROP = 1 ;
:FLAG_PTROP = 1 ;
:FLAG_PTROPNN = 1 ;
:FLAG_HGTTROP = 1 ;
:FLAG_UMAXW = 1 ;
:FLAG_VMAXW = 1 ;
:FLAG_TMAXW = 1 ;
:FLAG_PMAXW = 1 ;
:FLAG_PMAXWNN = 1 ;
:FLAG_HGTMAXW = 1 ;
:FLAG_MF_XY = 1 ;
:FLAG_LAI12M = 1 ;
:FLAG_LAKE_DEPTH = 1 ;
}