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MakeGlobalUrban.F90
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PROGRAM clmu2grid
USE netcdf
IMPLICIT NONE
INTEGER , PARAMETER :: r8 = SELECTED_REAL_KIND(12)
REAL(r8), PARAMETER :: sdelta = 1._r8/240._r8
REAL(r8), PARAMETER :: ldelta = 1._r8/1200._r8
REAL , PARAMETER :: fv = -999
INTEGER , PARAMETER :: nlat = 43200, nlon = 86400
INTEGER , PARAMETER :: nxy = 1200
INTEGER , PARAMETER :: hxy = 6000
INTEGER , PARAMETER :: rid = 33 , den_clss = 3
INTEGER , PARAMETER :: nxo = 720 , nyo = 360
INTEGER , PARAMETER :: ns = 2 , nr = 2
INTEGER , PARAMETER :: ulev = 10
INTEGER , PARAMETER :: mon = 12
INTEGER , PARAMETER :: npft = 16
INTEGER , PARAMETER :: nlcz = 10
! input variables
REAL(r8), ALLOCATABLE, DIMENSION(:) :: hlat
REAL(r8), ALLOCATABLE, DIMENSION(:) :: hlats
REAL(r8), ALLOCATABLE, DIMENSION(:) :: hlatn
REAL(r8), ALLOCATABLE, DIMENSION(:) :: hlon
REAL(r8), ALLOCATABLE, DIMENSION(:) :: hlonw
REAL(r8), ALLOCATABLE, DIMENSION(:) :: hlone
REAL(r8), ALLOCATABLE, DIMENSION(:,:) :: gfcc_tc
REAL(r8), ALLOCATABLE, DIMENSION(:,:) :: gedi_th
REAL(r8), ALLOCATABLE, DIMENSION(:,:) :: modur
REAL(r8), ALLOCATABLE, DIMENSION(:,:) :: gl30_wt
REAL(r8), ALLOCATABLE, DIMENSION(:,:) :: harea
INTEGER , ALLOCATABLE, DIMENSION(:,:) :: urrgid
INTEGER , ALLOCATABLE, DIMENSION(:,:) :: lcz
INTEGER , ALLOCATABLE, DIMENSION(:,:) :: urden
REAL(r8), ALLOCATABLE, DIMENSION(:,:,:) :: hlai, hsai
REAL(r8), DIMENSION(den_clss,rid) :: hwrcan, wtrf, wtrd, emrf, emwl
REAL(r8), DIMENSION(den_clss,rid) :: emimrd, emperd, htrf, whc, ulevimrd
REAL(r8), DIMENSION(den_clss,rid) :: thrf, thwl, tbmin, tbmax
REAL(r8), DIMENSION(den_clss,rid,ulev ):: cvrf, cvwl, cvimrd, &
tkrf, tkwl, tkimrd
REAL(r8), DIMENSION(den_clss,rid,nr,ns):: albrf, albwl, albimrd, albperd
! output variables
REAL(r8), ALLOCATABLE, DIMENSION(:) :: latso
REAL(r8), ALLOCATABLE, DIMENSION(:) :: lonso
REAL(r8), ALLOCATABLE, DIMENSION(:,:) :: area
REAL(r8), ALLOCATABLE, DIMENSION(:,:,:) :: wgt_top
REAL(r8), ALLOCATABLE, DIMENSION(:,:,:) :: tc
REAL(r8), ALLOCATABLE, DIMENSION(:,:,:) :: urwt
REAL(r8), ALLOCATABLE, DIMENSION(:,:,:) :: htop
REAL(r8), ALLOCATABLE, DIMENSION(:,:,:) :: pct_tc
REAL(r8), ALLOCATABLE, DIMENSION(:,:,:) :: pct_urwt
REAL(r8), ALLOCATABLE, DIMENSION(:,:,:) :: htop_ur
REAL(r8), ALLOCATABLE, DIMENSION(:,:,:) :: hwr_can
REAL(r8), ALLOCATABLE, DIMENSION(:,:,:) :: wt_rf
REAL(r8), ALLOCATABLE, DIMENSION(:,:,:) :: wt_rd
REAL(r8), ALLOCATABLE, DIMENSION(:,:,:) :: em_rf
REAL(r8), ALLOCATABLE, DIMENSION(:,:,:) :: em_wl
REAL(r8), ALLOCATABLE, DIMENSION(:,:,:) :: em_imrd
REAL(r8), ALLOCATABLE, DIMENSION(:,:,:) :: em_perd
REAL(r8), ALLOCATABLE, DIMENSION(:,:,:) :: ht_rf
REAL(r8), ALLOCATABLE, DIMENSION(:,:,:) :: w_hc
REAL(r8), ALLOCATABLE, DIMENSION(:,:,:) :: ulev_imrd
REAL(r8), ALLOCATABLE, DIMENSION(:,:,:) :: th_rf
REAL(r8), ALLOCATABLE, DIMENSION(:,:,:) :: th_wl
REAL(r8), ALLOCATABLE, DIMENSION(:,:,:) :: tb_min
REAL(r8), ALLOCATABLE, DIMENSION(:,:,:) :: tb_max
REAL(r8), ALLOCATABLE, DIMENSION(:,:) :: hgt, avg
REAL(r8), ALLOCATABLE, DIMENSION(:,:,:) :: ur_dc
REAL(r8), ALLOCATABLE, DIMENSION(:,:,:) :: pct_ur
REAL(r8), ALLOCATABLE, DIMENSION(:,:,:,:) :: ur_lai
REAL(r8), ALLOCATABLE, DIMENSION(:,:,:,:) :: ur_sai
REAL(r8), ALLOCATABLE, DIMENSION(:,:,:,:) :: cv_rf
REAL(r8), ALLOCATABLE, DIMENSION(:,:,:,:) :: cv_wl
REAL(r8), ALLOCATABLE, DIMENSION(:,:,:,:) :: cv_imrd
REAL(r8), ALLOCATABLE, DIMENSION(:,:,:,:) :: tk_rf
REAL(r8), ALLOCATABLE, DIMENSION(:,:,:,:) :: tk_wl
REAL(r8), ALLOCATABLE, DIMENSION(:,:,:,:) :: tk_imrd
REAL(r8), ALLOCATABLE, DIMENSION(:,:,:,:) :: wgt_lai, wgt_sai
REAL(r8), ALLOCATABLE, DIMENSION(:,:,:,:,:) :: alb_rf
REAL(r8), ALLOCATABLE, DIMENSION(:,:,:,:,:) :: alb_wl
REAL(r8), ALLOCATABLE, DIMENSION(:,:,:,:,:) :: alb_imrd
REAL(r8), ALLOCATABLE, DIMENSION(:,:,:,:,:) :: alb_perd
! variable ids
INTEGER :: reg(4)
INTEGER :: ncid, uhd_vid, umd_vid, utbd_vid, htop_urvid
INTEGER :: lat_vid, lon_vid, lat_dimid, lon_dimid, &
ns_dimid, nr_dimid, ulev_dimid
INTEGER :: ns_vid, nr_vid, pct_tcvid, pct_urvid, pct_urwtvid, ulev_vid, lev_vid
INTEGER :: laivid, ur_laivid
INTEGER :: hlat_vid, hlon_vid, gfcc_tcvid, gedi_thvid, gl30_wtvid
INTEGER :: urlat_vid, urlon_vid, ur_clssvid, ur_rgvid, hwr_canvid
INTEGER :: wt_rfvid, wt_rdvid, em_rfvid, em_wlvid, em_imrdvid, em_perdvid
INTEGER :: ht_rfvid, whcvid, cv_rfvid, cv_wlvid, cv_imrdvid, ulev_imrdvid
INTEGER :: th_rfvid, th_wlvid, tbminvid, tbmaxvid
INTEGER :: tk_rfvid, tk_wlvid, tk_imrdvid
INTEGER :: alb_rfvid, alb_imrdvid, alb_perdvid, alb_wlvid
INTEGER :: uxid, uyid, upftvid, mon_dimid, den_dimid
INTEGER :: den_vid, mon_vid, ur_landvid, saivid, ur_saivid, ur_denvid
CHARACTER(len=255) :: SRF_DIR='/hard/dongwz/CoLM-U/urban_5x5/'
CHARACTER(len=255) :: LAI_DIR='/hard/dongwz/CoLM-U/lai_5x5/'
CHARACTER(len=255) :: LCZ_DIR='/hard/dongwz/CoLM-U/lcz_5x5/'
CHARACTER(len=255) :: RAW_DIR='/tera02/yuanhua/mksrf/srf_5x5/'
CHARACTER(len=255) :: OUT_DIR='./'!'/hard/dongwz/CoLM-U/input/urban_data/'
CHARACTER(len=255) :: REGFILE='reg_5x5'
CHARACTER(len=255) :: filename
CHARACTER(len=4) , DIMENSION(4) :: creg
CHARACTER(len=4) :: year="2000"
REAL(r8) :: fac(3)
REAL(r8) :: pi, deg2rad, re, dx, dy, sumur
REAL(r8) :: x_delta, y_delta, wgt
REAL(r8) :: lone1(nxo), lonw1(nxo), latn1(nyo), lats1(nyo)
INTEGER(kind=2):: lc
INTEGER :: i, j, k, io, jo, m, n, ii, jj, cont, sumth, p, ip, inx, mm
INTEGER :: argn
INTEGER :: n_ns(2), n_nr(2), n_den(3), n_ulev(10), n_mon(12)
INTEGER :: XY2D(2), XY3D(3), XY4D(4), UR3D(3), UL3D(4), XY5D(5)
LOGICAL :: fileExists, fileNotExists
LOGICAL :: USE_LCZ=.TRUE.
argn = IARGC()
IF (argn > 0) THEN
CALL getarg(1, year)
ENDIF
pi = 4._r8*atan(1.)
deg2rad = pi/180._r8
re = 6.37122e6 * 0.001
IF (USE_LCZ) THEN
ALLOCATE( hlat (hxy) )
ALLOCATE( hlats (hxy) )
ALLOCATE( hlatn (hxy) )
ALLOCATE( hlon (hxy) )
ALLOCATE( hlonw (hxy) )
ALLOCATE( hlone (hxy) )
ALLOCATE( harea(hxy, hxy) )
ALLOCATE( lcz (hxy, hxy) )
ALLOCATE( hlai (hxy, hxy, mon) )
ALLOCATE( hsai (hxy, hxy, mon) )
ALLOCATE( ur_dc (nxo, nyo, nlcz ) )
ALLOCATE( pct_ur (nxo, nyo, nlcz ) )
ALLOCATE( wgt_top (nxo, nyo, nlcz ) )
ALLOCATE( tc (nxo, nyo, nlcz ) )
ALLOCATE( urwt (nxo, nyo, nlcz ) )
ALLOCATE( htop (nxo, nyo, nlcz ) )
ALLOCATE( pct_tc (nxo, nyo, nlcz ) )
ALLOCATE( pct_urwt (nxo, nyo, nlcz ) )
ALLOCATE( htop_ur (nxo, nyo, nlcz ) )
ALLOCATE( ur_sai (nxo, nyo, nlcz, mon ) )
ALLOCATE( ur_lai (nxo, nyo, nlcz, mon ) )
ALLOCATE( wgt_sai (nxo, nyo, nlcz, mon ) )
ALLOCATE( wgt_lai (nxo, nyo, nlcz, mon ) )
ELSE
ALLOCATE( hlat (nxy) )
ALLOCATE( hlats (nxy) )
ALLOCATE( hlatn (nxy) )
ALLOCATE( hlon (nxy) )
ALLOCATE( hlonw (nxy) )
ALLOCATE( hlone (nxy) )
ALLOCATE( harea (nxy, nxy) )
ALLOCATE( urrgid (nxy, nxy) )
ALLOCATE( urden (nxy, nxy) )
ALLOCATE( hlai (nxy, nxy, mon) )
ALLOCATE( hsai (nxy, nxy, mon) )
ALLOCATE( ur_dc (nxo, nyo, den_clss ) )
ALLOCATE( pct_ur (nxo, nyo, den_clss ) )
ALLOCATE( wgt_top (nxo, nyo, den_clss ) )
ALLOCATE( tc (nxo, nyo, den_clss ) )
ALLOCATE( urwt (nxo, nyo, den_clss ) )
ALLOCATE( htop (nxo, nyo, den_clss ) )
ALLOCATE( pct_tc (nxo, nyo, den_clss ) )
ALLOCATE( pct_urwt (nxo, nyo, den_clss ) )
ALLOCATE( htop_ur (nxo, nyo, den_clss ) )
ALLOCATE( hwr_can (nxo, nyo, den_clss ) )
ALLOCATE( wt_rf (nxo, nyo, den_clss ) )
ALLOCATE( wt_rd (nxo, nyo, den_clss ) )
ALLOCATE( em_rf (nxo, nyo, den_clss ) )
ALLOCATE( em_wl (nxo, nyo, den_clss ) )
ALLOCATE( em_imrd (nxo, nyo, den_clss ) )
ALLOCATE( em_perd (nxo, nyo, den_clss ) )
ALLOCATE( ht_rf (nxo, nyo, den_clss ) )
ALLOCATE( w_hc (nxo, nyo, den_clss ) )
ALLOCATE( ulev_imrd (nxo, nyo, den_clss ) )
ALLOCATE( th_rf (nxo, nyo, den_clss ) )
ALLOCATE( th_wl (nxo, nyo, den_clss ) )
ALLOCATE( tb_min (nxo, nyo, den_clss ) )
ALLOCATE( tb_max (nxo, nyo, den_clss ) )
ALLOCATE( ur_sai (nxo, nyo, den_clss, mon ) )
ALLOCATE( ur_lai (nxo, nyo, den_clss, mon ) )
ALLOCATE( wgt_sai (nxo, nyo, den_clss, mon ) )
ALLOCATE( wgt_lai (nxo, nyo, den_clss, mon ) )
ALLOCATE( cv_rf (nxo, nyo, den_clss, ulev) )
ALLOCATE( cv_wl (nxo, nyo, den_clss, ulev) )
ALLOCATE( cv_imrd (nxo, nyo, den_clss, ulev) )
ALLOCATE( tk_rf (nxo, nyo, den_clss, ulev) )
ALLOCATE( tk_wl (nxo, nyo, den_clss, ulev) )
ALLOCATE( tk_imrd (nxo, nyo, den_clss, ulev) )
ALLOCATE( alb_rf (nxo, nyo, den_clss, nr, ns) )
ALLOCATE( alb_wl (nxo, nyo, den_clss, nr, ns) )
ALLOCATE( alb_imrd (nxo, nyo, den_clss, nr, ns) )
ALLOCATE( alb_perd (nxo, nyo, den_clss, nr, ns) )
hwrcan (:,:) = 0.
wtrf (:,:) = 0.
wtrd (:,:) = 0.
emrf (:,:) = 0.
emwl (:,:) = 0.
emimrd (:,:) = 0.
emperd (:,:) = 0.
htrf (:,:) = 0.
whc (:,:) = 0.
ulevimrd(:,:) = 0.
thrf (:,:) = 0.
thwl (:,:) = 0.
tbmin (:,:) = 0.
tbmax (:,:) = 0.
hwr_can (:,:,:) = 0.
wt_rf (:,:,:) = 0.
wt_rd (:,:,:) = 0.
em_rf (:,:,:) = 0.
em_wl (:,:,:) = 0.
em_imrd (:,:,:) = 0.
em_perd (:,:,:) = 0.
ht_rf (:,:,:) = 0.
w_hc (:,:,:) = 0.
ulev_imrd(:,:,:) = 0.
th_rf (:,:,:) = 0.
th_wl (:,:,:) = 0.
tb_min (:,:,:) = 0.
tb_max (:,:,:) = 0.
tkrf (:,:,:) = 0.
tkwl (:,:,:) = 0.
tkimrd (:,:,:) = 0.
cvrf (:,:,:) = 0.
cvwl (:,:,:) = 0.
cvimrd (:,:,:) = 0.
tk_rf (:,:,:,:) = 0.
tk_wl (:,:,:,:) = 0.
tk_imrd (:,:,:,:) = 0.
cv_rf (:,:,:,:) = 0.
cv_wl (:,:,:,:) = 0.
cv_imrd (:,:,:,:) = 0.
albrf (:,:,:,:) = 0.
albwl (:,:,:,:) = 0.
albimrd (:,:,:,:) = 0.
alb_rf (:,:,:,:,:) = 0.
alb_wl (:,:,:,:,:) = 0.
alb_imrd (:,:,:,:,:) = 0.
alb_perd (:,:,:,:,:) = 0.
ENDIF
ALLOCATE( gfcc_tc (nxy, nxy) )
ALLOCATE( gedi_th (nxy, nxy) )
ALLOCATE( gl30_wt (nxy, nxy) )
ALLOCATE( modur (nxy, nxy) )
ALLOCATE( latso (nyo) )
ALLOCATE( lonso (nxo) )
ALLOCATE( area (nxo, nyo) )
ALLOCATE( hgt (nxo, nyo) )
ALLOCATE( avg (nxo, nyo) )
! initialization
hgt (:,:) = 0.
avg (:,:) = 0.
tc (:,:,:) = 0.
urwt (:,:,:) = 0.
htop (:,:,:) = 0.
pct_tc (:,:,:) = 0.
pct_urwt (:,:,:) = 0.
htop_ur (:,:,:) = 0.
ur_dc (:,:,:) = 0.
ur_lai (:,:,:,:) = 0.
ur_sai (:,:,:,:) = 0.
wgt_lai (:,:,:,:) = 0.
wgt_sai (:,:,:,:) = 0.
cont = 0.
sumth= 0.
x_delta = (360._r8/nxo)*1._r8
y_delta = (180._r8/nyo)*1._r8
! get urban properties data from NCAR 1km urban data
IF (USE_LCZ) THEN
CONTINUE
ELSE
CALL check( nf90_open('urban_properties_data.1km.210726-121520.nc', nf90_nowrite, ncid) )
CALL check( nf90_inq_varid(ncid, "CANYON_HWR" , hwr_canvid ) )
CALL check( nf90_inq_varid(ncid, "WTLUNIT_ROOF" , wt_rfvid ) )
CALL check( nf90_inq_varid(ncid, "WTROAD_PERV" , wt_rdvid ) )
CALL check( nf90_inq_varid(ncid, "EM_ROOF" , em_rfvid ) )
CALL check( nf90_inq_varid(ncid, "EM_WALL" , em_wlvid ) )
CALL check( nf90_inq_varid(ncid, "EM_IMPROAD" , em_imrdvid ) )
CALL check( nf90_inq_varid(ncid, "EM_PERROAD" , em_perdvid ) )
CALL check( nf90_inq_varid(ncid, "ALB_ROOF" , alb_rfvid ) )
CALL check( nf90_inq_varid(ncid, "ALB_WALL" , alb_wlvid ) )
CALL check( nf90_inq_varid(ncid, "ALB_IMPROAD" , alb_imrdvid ) )
CALL check( nf90_inq_varid(ncid, "ALB_PERROAD" , alb_perdvid ) )
CALL check( nf90_inq_varid(ncid, "HT_ROOF" , ht_rfvid ) )
CALL check( nf90_inq_varid(ncid, "WIND_HGT_CANYON" , whcvid ) )
CALL check( nf90_inq_varid(ncid, "TK_ROOF" , tk_rfvid ) )
CALL check( nf90_inq_varid(ncid, "TK_WALL" , tk_wlvid ) )
CALL check( nf90_inq_varid(ncid, "TK_IMPROAD" , tk_imrdvid ) )
CALL check( nf90_inq_varid(ncid, "CV_ROOF" , cv_rfvid ) )
CALL check( nf90_inq_varid(ncid, "CV_WALL" , cv_wlvid ) )
CALL check( nf90_inq_varid(ncid, "CV_IMPROAD" , cv_imrdvid ) )
CALL check( nf90_inq_varid(ncid, "NLEV_IMPROAD" , ulev_imrdvid) )
CALL check( nf90_inq_varid(ncid, "THICK_ROOF" , th_rfvid ) )
CALL check( nf90_inq_varid(ncid, "THICK_WALL" , th_wlvid ) )
CALL check( nf90_inq_varid(ncid, "T_BUILDING_MIN" , tbminvid ) )
CALL check( nf90_inq_varid(ncid, "T_BUILDING_MAX" , tbmaxvid ) )
CALL check( nf90_get_var(ncid, hwr_canvid , hwrcan ) )
CALL check( nf90_get_var(ncid, wt_rfvid , wtrf ) )
CALL check( nf90_get_var(ncid, wt_rdvid , wtrd ) )
CALL check( nf90_get_var(ncid, em_rfvid , emrf ) )
CALL check( nf90_get_var(ncid, em_wlvid , emwl ) )
CALL check( nf90_get_var(ncid, em_imrdvid , emimrd ) )
CALL check( nf90_get_var(ncid, em_perdvid , emperd ) )
CALL check( nf90_get_var(ncid, alb_rfvid , albrf ) )
CALL check( nf90_get_var(ncid, alb_wlvid , albwl ) )
CALL check( nf90_get_var(ncid, alb_imrdvid , albimrd ) )
CALL check( nf90_get_var(ncid, alb_perdvid , albperd ) )
CALL check( nf90_get_var(ncid, ht_rfvid , htrf ) )
CALL check( nf90_get_var(ncid, whcvid , whc ) )
CALL check( nf90_get_var(ncid, tk_rfvid , tkrf ) )
CALL check( nf90_get_var(ncid, tk_wlvid , tkwl ) )
CALL check( nf90_get_var(ncid, tk_imrdvid , tkimrd ) )
CALL check( nf90_get_var(ncid, cv_rfvid , cvrf ) )
CALL check( nf90_get_var(ncid, cv_wlvid , cvwl ) )
CALL check( nf90_get_var(ncid, cv_imrdvid , cvimrd ) )
CALL check( nf90_get_var(ncid, ulev_imrdvid, ulevimrd) )
CALL check( nf90_get_var(ncid, th_rfvid , thrf ) )
CALL check( nf90_get_var(ncid, th_wlvid , thwl ) )
CALL check( nf90_get_var(ncid, tbminvid , tbmin ) )
CALL check( nf90_get_var(ncid, tbmaxvid , tbmax ) )
CALL check( nf90_close(ncid) )
ENDIF
! output lat/lon
DO i = 1, nyo
lats1(i) = -90. + (i-1)*y_delta
latn1(i) = -90. + i*y_delta
ENDDO
DO i = 1, nxo
lonw1(i) = -180. + (i-1)*x_delta
lone1(i) = -180. + i*x_delta
ENDDO
DO i = 1, nxo
lonso(i) = -180. + i*x_delta - 0.5*x_delta
ENDDO
DO i = 1, nyo
latso(i) = 90. - i*y_delta + 0.5*y_delta
ENDDO
! model gird area
DO i = 1, nyo
dx = (lone1(1)-lonw1(1))*deg2rad
dy = sin(latn1(i)*deg2rad) - sin(lats1(i)*deg2rad)
area(:,i) = dx*dy*re*re
ENDDO
OPEN(11,FILE=REGFILE)
OPEN(12,FILE=REGFILE)
DO WHILE(.TRUE.)
! process global 500m raw data
! read 500m surface data(pct_tree/pct_water)
! NOTE: GEDI data not use yet
READ(11,*,END=100) reg
READ(12,*,END=101) creg
PRINT*, "Processing ",TRIM(creg(1))//'_'//TRIM(creg(2))//'_'//TRIM(creg(3))//'_'//TRIM(creg(4))
filename = TRIM(SRF_DIR)//'RG_'//TRIM(creg(1))//'_'//&
TRIM(creg(2))//'_'//TRIM(creg(3))//'_'//TRIM(creg(4))//'.SRF'//TRIM(year)//'.nc' !TRIM(year)//'.nc'
PRINT*, filename
CALL check( nf90_open(TRIM(filename), nf90_nowrite, ncid) )
! CALL check( nf90_inq_varid(ncid, "lat" , hlat_vid ) )
! CALL check( nf90_inq_varid(ncid, "lon" , hlon_vid ) )
CALL check( nf90_inq_varid(ncid, "PCT_Tree" , gfcc_tcvid) )
!CALL check( nf90_inq_varid(ncid, "Hgt_Tree" , gedi_thvid) )
CALL check( nf90_inq_varid(ncid, "PCT_Water" , gl30_wtvid) )
! CALL check( nf90_get_var(ncid, hlat_vid , hlat ) )
! CALL check( nf90_get_var(ncid, hlon_vid , hlon ) )
CALL check( nf90_get_var(ncid, gfcc_tcvid, gfcc_tc) )
!CALL check( nf90_get_var(ncid, gedi_thvid, gedi_th) )
CALL check( nf90_get_var(ncid, gl30_wtvid, gl30_wt) )
CALL check( nf90_close(ncid) )
! read 500m modis urban data
filename = TRIM(RAW_DIR)//'RG_'//TRIM(creg(1))//'_'//&
TRIM(creg(2))//'_'//TRIM(creg(3))//'_'//TRIM(creg(4))//'.MOD'//TRIM(year)//'.nc'
! PRINT*, filename
CALL check( nf90_open(filename , nf90_nowrite , ncid ) )
CALL check( nf90_inq_varid(ncid, "PCT_URBAN" , upftvid ) )
CALL check( nf90_inq_varid(ncid, "HTOP" , gedi_thvid ) )
CALL check( nf90_get_var(ncid, upftvid , modur ) )
CALL check( nf90_get_var(ncid, gedi_thvid , gedi_th ) )
CALL check( nf90_close(ncid) )
! read urban LAI
IF (USE_LCZ) THEN
filename = TRIM(LCZ_DIR)//'RG_'//TRIM(creg(1))//'_'//&
TRIM(creg(2))//'_'//TRIM(creg(3))//'_'//TRIM(creg(4))//'.LCZ.nc'
CALL check( nf90_open(filename, nf90_nowrite, ncid) )
CALL check( nf90_inq_varid(ncid, "LCZ" , ur_clssvid) )
CALL check( nf90_get_var (ncid, ur_clssvid, lcz ) )
CALL check( nf90_close(ncid) )
filename = TRIM(LAI_DIR)//'RG_'//TRIM(creg(1))//'_'//&
TRIM(creg(2))//'_'//TRIM(creg(3))//'_'//TRIM(creg(4))//'.LCZLAI_v1'//TRIM(year)//'.nc'
CALL check( nf90_open(filename , nf90_nowrite , ncid ) )
CALL check( nf90_inq_varid(ncid, "URBAN_TREE_LAI" , laivid) )
CALL check( nf90_inq_varid(ncid, "URBAN_TREE_SAI" , saivid) )
CALL check( nf90_get_var (ncid, laivid , hlai ) )
CALL check( nf90_get_var (ncid, saivid , hsai ) )
CALL check( nf90_close(ncid) )
DO i = 1, hxy
hlats(i) = reg(1) - i*ldelta
hlatn(i) = reg(1) - (i-1)*ldelta
hlonw(i) = reg(2) + (i-1)*ldelta
hlone(i) = reg(2) + i*ldelta
ENDDO
DO i = 1, hxy
dx = (hlone(1)-hlonw(1))*deg2rad
dy = sin(hlatn(i)*deg2rad) - sin(hlats(i)*deg2rad)
harea(:,i) = dx*dy*re*re
ENDDO
!$OMP PARALLEL DO NUM_THREADS(92) &
!$OMP PRIVATE(i,j,io,jo,jj,ii,inx,mm)
DO i = 1, 6000
DO j = 1, 6000
! calculate io, jo
!io = NINT((hlats(i)+sdelta/2+ 90.)/y_delta+0.5)
!io = nyo+1-io
ii = CEILING(i*1./5)
jj = CEILING(j*1./5)
io = NINT((90.-(hlats(i)+ldelta/2))/y_delta+0.5)
jo = NINT((hlonw(j)+ldelta/2+180.)/x_delta+0.5)
IF (gedi_th(jj,ii) > 0) THEN
hgt(jo,io) = hgt(jo,io) + gedi_th(jj,ii)*harea(j,i)
avg(jo,io) = avg(jo,io) + harea(j,i)
ENDIF
IF (lcz(j,i)>0 .and. lcz(j,i)<=10) THEN
IF (modur(jj,ii) > 0) THEN
inx = int(lcz(j,i))
ur_dc(jo,io,inx) = ur_dc(jo,io,inx) + harea(j,i)
! 加权：
! 粗网格城市水体(植被)覆盖度=粗网格城市水体(植被)覆盖度+500m城市格点水体(植被)覆盖度*500m城市格点面积
! 加权系数；粗网格城市格点面积
IF (gl30_wt(jj,ii) > 0.) THEN
urwt (jo,io,inx) = urwt (jo,io,inx) + gl30_wt(jj,ii)*harea(j,i)
ENDIF
IF (gfcc_tc(jj,ii) >0) THEN
tc (jo,io,inx) = tc (jo,io,inx) + gfcc_tc(jj,ii)*harea(j,i)
! 树高加权
! 粗网格城市树高=粗网格城市树高+500m城市格点植被覆盖度*城市格点树高*城市格点面积
! 加权系数:城市格点植被覆盖度*城市面积
DO mm = 1, 12
IF (hlai(j,i,mm) > 0) THEN
ur_lai (jo,io,inx,mm) = ur_lai (jo,io,inx,mm) + hlai(j,i,mm)*harea(j,i)*gfcc_tc(jj,ii)
wgt_lai(jo,io,inx,mm) = wgt_lai(jo,io,inx,mm) + harea(j,i)*gfcc_tc(jj,ii)
ENDIF
IF (hsai(j,i,mm) > 0) THEN
ur_sai (jo,io,inx,mm) = ur_sai (jo,io,inx,mm) + hsai(j,i,mm)*harea(j,i)*gfcc_tc(jj,ii)
wgt_sai(jo,io,inx,mm) = wgt_sai(jo,io,inx,mm) + harea(j,i)*gfcc_tc(jj,ii)
ENDIF
ENDDO
IF (gedi_th(jj,ii) > 0) THEN
htop(jo,io,inx) = htop(jo,io,inx) + gedi_th(jj,ii)*gfcc_tc(jj,ii)*harea(j,i)
wgt_top(jo,io,inx) = wgt_top(jo,io,inx) + gfcc_tc(jj,ii)*harea(j,i)
ENDIF
ENDIF
ENDIF
ENDIF
ENDDO
ENDDO
!$OMP END PARALLEL DO
ELSE
! read NCAR 1km urban class and region id
filename = TRIM(SRF_DIR)//'RG_'//TRIM(creg(1))//'_'//&
TRIM(creg(2))//'_'//TRIM(creg(3))//'_'//TRIM(creg(4))//'.NCAR.nc'
CALL check( nf90_open(filename, nf90_nowrite, ncid) )
CALL check( nf90_inq_varid(ncid, "URBAN_DENSITY_CLASS", ur_clssvid) )
CALL check( nf90_inq_varid(ncid, "REGION_ID" , ur_rgvid ) )
CALL check( nf90_get_var(ncid, ur_clssvid , urden ) )
CALL check( nf90_get_var(ncid, ur_rgvid , urrgid) )
CALL check( nf90_close(ncid) )
filename = TRIM(LAI_DIR)//'RG_'//TRIM(creg(1))//'_'//&
TRIM(creg(2))//'_'//TRIM(creg(3))//'_'//TRIM(creg(4))//'.UrLAI_v2'//TRIM(year)//'.nc'
CALL check( nf90_open(filename , nf90_nowrite , ncid ) )
CALL check( nf90_inq_varid(ncid, "URBAN_TREE_LAI", laivid) )
CALL check( nf90_inq_varid(ncid, "URBAN_TREE_LAI", saivid) )
CALL check( nf90_get_var (ncid, laivid , hlai ) )
CALL check( nf90_get_var (ncid, saivid , hsai ) )
CALL check( nf90_close(ncid) )
! calculate the edge of small grids(500m)
DO i = 1, nxy
hlats(i) = reg(1) - i*sdelta
hlatn(i) = reg(1) - (i-1)*sdelta
hlonw(i) = reg(2) + (i-1)*sdelta
hlone(i) = reg(2) + i*sdelta
ENDDO
DO i = 1, nxy
dx = (hlone(1)-hlonw(1))*deg2rad
dy = sin(hlatn(i)*deg2rad) - sin(hlats(i)*deg2rad)
harea(:,i) = dx*dy*re*re
ENDDO
!$OMP PARALLEL DO NUM_THREADS(92) &
!$OMP PRIVATE(i,j,io,jo,uxid,m,ii)
DO i = 1, 1200
DO j = 1, 1200
! calculate io, jo
!io = NINT((hlats(i)+sdelta/2+ 90.)/y_delta+0.5)
!io = nyo+1-io
io = NINT((90.-(hlats(i)+sdelta/2))/y_delta+0.5)
jo = NINT((hlonw(j)+sdelta/2+180.)/x_delta+0.5)
! 聚合Simard树高
! 加权：
! 粗网格树高=粗网格树高+simard树高*1km格点面积
! 加权系数：粗网格格点面积
IF (gedi_th(j,i) > 0) THEN
hgt(jo,io) = hgt(jo,io) + gedi_th(j,i)*harea(j,i)
avg(jo,io) = avg(jo,io) + harea(j,i)
ENDIF
IF (urden(j,i) > 0) THEN
! Tall-Building-Distinc urban
! IF (urden(j,i) == 1) THEN
! 加权：
! 粗网格城市水体(植被)覆盖度=粗网格城市水体(植被)覆盖度+500m城市格点水体(植被)覆盖度*500m城市格点面积
! 加权系数；粗网格城市格点面积
inx = int(urden(j,i))
IF (gl30_wt(j,i) > 0.) THEN
urwt (jo,io,inx) = urwt (jo,io,inx) + gl30_wt(j,i)*harea(j,i)
ENDIF
IF (gfcc_tc(j,i) > 0.) THEN
tc(jo,io,inx) = tc(jo,io,inx) + gfcc_tc(j,i)*harea(j,i)
DO ii = 1, 12
IF (hlai(j,i,ii) > 0) THEN
ur_lai (jo,io,inx,ii) = ur_lai (jo,io,inx,ii) + hlai(j,i,ii)*harea(j,i)*gfcc_tc(j,i)
wgt_lai(jo,io,inx,ii) = wgt_lai(jo,io,inx,ii) + harea(j,i)*gfcc_tc(j,i)
ENDIF
IF (hsai(j,i,ii) > 0) THEN
ur_sai (jo,io,inx,ii) = ur_sai (jo,io,inx,ii) + hsai(j,i,ii)*harea(j,i)*gfcc_tc(j,i)
wgt_sai(jo,io,inx,ii) = wgt_sai(jo,io,inx,ii) + harea(j,i)*gfcc_tc(j,i)
ENDIF
ENDDO
! 树高加权
! 粗网格城市树高=粗网格城市树高+500m城市格点植被覆盖度*城市格点树高*城市格点面积
! 加权系数:城市格点植被覆盖度*城市面积
IF (gedi_th(j,i) > 0) THEN
htop (jo,io,inx) = htop (jo,io,inx) + gedi_th(j,i)*gfcc_tc(j,i)*harea(j,i)
wgt_top(jo,io,inx) = wgt_top(jo,io,inx) + gfcc_tc(j,i)*harea(j,i)
ENDIF
! ENDIF
ur_dc (jo,io,inx) = ur_dc(jo,io,inx) + harea(j,i)
uxid = urrgid(j,i)
hwr_can (jo,io,inx) = hwr_can (jo,io,inx) + hwrcan (inx,uxid)*harea(j,i)
wt_rf (jo,io,inx) = wt_rf (jo,io,inx) + wtrf (inx,uxid)*harea(j,i)
wt_rd (jo,io,inx) = wt_rd (jo,io,inx) + wtrd (inx,uxid)*harea(j,i)
em_rf (jo,io,inx) = em_rf (jo,io,inx) + emrf (inx,uxid)*harea(j,i)
em_wl (jo,io,inx) = em_wl (jo,io,inx) + emwl (inx,uxid)*harea(j,i)
em_imrd (jo,io,inx) = em_imrd (jo,io,inx) + emimrd (inx,uxid)*harea(j,i)
em_perd (jo,io,inx) = em_perd (jo,io,inx) + emperd (inx,uxid)*harea(j,i)
th_rf (jo,io,inx) = th_rf (jo,io,inx) + thrf (inx,uxid)*harea(j,i)
th_wl (jo,io,inx) = th_wl (jo,io,inx) + thwl (inx,uxid)*harea(j,i)
tb_min (jo,io,inx) = tb_min (jo,io,inx) + tbmin (inx,uxid)*harea(j,i)
tb_max (jo,io,inx) = tb_max (jo,io,inx) + tbmax (inx,uxid)*harea(j,i)
ht_rf (jo,io,inx) = ht_rf (jo,io,inx) + htrf (inx,uxid)*harea(j,i)
alb_rf (jo,io,inx,:,:) = alb_rf (jo,io,inx,:,:) + albrf (inx,uxid,:,:)*harea(j,i)
alb_wl (jo,io,inx,:,:) = alb_wl (jo,io,inx,:,:) + albwl (inx,uxid,:,:)*harea(j,i)
alb_imrd(jo,io,inx,:,:) = alb_imrd(jo,io,inx,:,:) + albimrd(inx,uxid,:,:)*harea(j,i)
alb_perd(jo,io,inx,:,:) = alb_perd(jo,io,inx,:,:) + albperd(inx,uxid,:,:)*harea(j,i)
tk_rf (jo,io,inx,:) = tk_rf (jo,io,inx,:) + tkrf (inx,uxid,:)*harea(j,i)
tk_wl (jo,io,inx,:) = tk_wl (jo,io,inx,:) + tkwl (inx,uxid,:)*harea(j,i)
DO m = 1, 10
! tkimrd与cvimrd有缺省值，计算需要跳过
IF (tkimrd(inx,uxid,m) .ne. -999) THEN
tk_imrd(jo,io,inx,m) = tk_imrd(jo,io,inx,m) + tkimrd(inx,uxid,m)*harea(j,i)
ENDIF
IF (cvimrd(inx,uxid,m) .ne. -999.) THEN
cv_imrd(jo,io,inx,m) = cv_imrd(jo,io,inx,m) + cvimrd(inx,uxid,m)*harea(j,i)
ENDIF
ENDDO
cv_rf (jo,io,inx,:) = cv_rf (jo,io,inx,:) + cvrf (inx,uxid,:)*harea(j,i)
cv_wl (jo,io,inx,:) = cv_wl (jo,io,inx,:) + cvwl (inx,uxid,:)*harea(j,i)
ENDIF
ENDIF
! 根据MODIS城市覆盖对城市格点补充，并将其归类为MD urban
IF (urden(j,i)<=0 .and. modur(j,i)>0) THEN
IF (gl30_wt(j,i) > 0.) THEN
urwt (jo,io,3) = urwt (jo,io,3) + gl30_wt(j,i)*harea(j,i)*modur(j,i)/100
ENDIF
IF (gfcc_tc(j,i) > 0.) THEN
tc(jo,io,3) = tc(jo,io,3) + gfcc_tc(j,i)*harea(j,i)*modur(j,i)/100
DO ii = 1, 12
IF (hlai(j,i,ii) > 0) THEN
ur_lai (jo,io,3,ii) = ur_lai (jo,io,3,ii) + hlai(j,i,ii)*harea(j,i)*gfcc_tc(j,i)
wgt_lai(jo,io,3,ii) = wgt_lai(jo,io,3,ii) + harea(j,i)*gfcc_tc(j,i)
ENDIF
IF (hsai(j,i,ii) > 0) THEN
ur_sai (jo,io,3,ii) = ur_sai (jo,io,3,ii) + hsai(j,i,ii)*harea(j,i)*gfcc_tc(j,i)
wgt_sai(jo,io,3,ii) = wgt_sai(jo,io,3,ii) + harea(j,i)*gfcc_tc(j,i)
ENDIF
ENDDO
IF (gedi_th(j,i) > 0) THEN
htop(jo,io,3) = htop(jo,io,3) + gedi_th(j,i)*gfcc_tc(j,i)*harea(j,i)*modur(j,i)/100
wgt_top(jo,io,3) = wgt_top(jo,io,3) + harea(j,i)*gfcc_tc(j,i)*modur(j,i)/100
ENDIF
ENDIF
ur_dc(jo,io,3) = ur_dc(jo,io,3) + harea(j,i)*modur(j,i)/100
uxid = urrgid(j,i)
! 部分格点MODIS与NCAR不一致(NCAR没有城市ID)，因此通过距离MODIS格点最近的NCAR城市ID赋值
IF (reg(1)==-45 .and. reg(3)==-50 .and. reg(2)==65 .and. reg(4)==70) THEN
uxid = 30
ENDIF
! 城市建筑属性聚合
! 加权：
! 粗网格城市属性=粗网格城市属性+细网格城市属性*细网格面积*MODIS_PCT_URBAN
! 加权系数：细网格面积(ur_dc)
hwr_can (jo,io,3) = hwr_can (jo,io,3) + hwrcan (3,uxid)*harea(j,i)*modur(j,i)/100
wt_rf (jo,io,3) = wt_rf (jo,io,3) + wtrf (3,uxid)*harea(j,i)*modur(j,i)/100
wt_rd (jo,io,3) = wt_rd (jo,io,3) + wtrd (3,uxid)*harea(j,i)*modur(j,i)/100
em_rf (jo,io,3) = em_rf (jo,io,3) + emrf (3,uxid)*harea(j,i)*modur(j,i)/100
em_wl (jo,io,3) = em_wl (jo,io,3) + emwl (3,uxid)*harea(j,i)*modur(j,i)/100
em_imrd (jo,io,3) = em_imrd (jo,io,3) + emimrd (3,uxid)*harea(j,i)*modur(j,i)/100
em_perd (jo,io,3) = em_perd (jo,io,3) + emperd (3,uxid)*harea(j,i)*modur(j,i)/100
th_rf (jo,io,3) = th_rf (jo,io,3) + thrf (3,uxid)*harea(j,i)*modur(j,i)/100
th_wl (jo,io,3) = th_wl (jo,io,3) + thwl (3,uxid)*harea(j,i)*modur(j,i)/100
tb_min (jo,io,3) = tb_min (jo,io,3) + tbmin (3,uxid)*harea(j,i)*modur(j,i)/100
tb_max (jo,io,3) = tb_max (jo,io,3) + tbmax (3,uxid)*harea(j,i)*modur(j,i)/100
ht_rf (jo,io,3) = ht_rf (jo,io,3) + htrf (3,uxid)*harea(j,i)*modur(j,i)/100
alb_rf (jo,io,3,:,:) = alb_rf (jo,io,3,:,:) + albrf (3,uxid,:,:)*harea(j,i)*modur(j,i)/100
alb_wl (jo,io,3,:,:) = alb_wl (jo,io,3,:,:) + albwl (3,uxid,:,:)*harea(j,i)*modur(j,i)/100
alb_imrd(jo,io,3,:,:) = alb_imrd(jo,io,3,:,:) + albimrd(3,uxid,:,:)*harea(j,i)*modur(j,i)/100
alb_perd(jo,io,3,:,:) = alb_perd(jo,io,3,:,:) + albperd(3,uxid,:,:)*harea(j,i)*modur(j,i)/100
tk_rf (jo,io,3,:) = tk_rf (jo,io,3,:) + tkrf (3,uxid,:)*harea(j,i)*modur(j,i)/100
tk_wl (jo,io,3,:) = tk_wl (jo,io,3,:) + tkwl (3,uxid,:)*harea(j,i)*modur(j,i)/100
DO m = 1, 10
IF (tkimrd(3,uxid,m) .ne. -999.) THEN
tk_imrd(jo,io,3,m) = tk_imrd(jo,io,3,m) + tkimrd(3,uxid,m)*harea(j,i)*modur(j,i)/100
ENDIF
IF (cvimrd(3,uxid,m) .ne. -999.) THEN
cv_imrd(jo,io,3,m) = cv_imrd(jo,io,3,m) + cvimrd(3,uxid,m)*harea(j,i)*modur(j,i)/100
ENDIF
ENDDO
cv_rf (jo,io,3,:) = cv_rf (jo,io,3,:) + cvrf (3,uxid,:)*harea(j,i)*modur(j,i)/100
cv_wl (jo,io,3,:) = cv_wl (jo,io,3,:) + cvwl (3,uxid,:)*harea(j,i)*modur(j,i)/100
ENDIF
ENDDO
ENDDO
!$OMP END PARALLEL DO
ENDIF
ENDDO
100 close(11)
101 close(12)
IF (USE_LCZ) THEN
DO i = 1, nyo
DO j = 1, nxo
DO k = 1, 10
IF (ur_dc(j,i,k) > 0) THEN
! calculate urban tree cover
pct_tc (j,i,k) = tc (j,i,k) / ur_dc(j,i,k) !* 100
! calculate urban water cover
pct_urwt(j,i,k) = urwt(j,i,k) / ur_dc(j,i,k) !* 100
IF (wgt_top(j,i,k) > 0.) THEN
! calculate urban tree height
htop_ur (j,i,k) = htop(j,i,k) / wgt_top(j,i,k)!tc (j,i,k-1)
ENDIF
DO ii = 1, 12
IF (wgt_lai(j,i,k,ii) > 0.) THEN
! calculate urban tree height
ur_lai (j,i,k,ii) = ur_lai(j,i,k,ii) / wgt_lai(j,i,k,ii)!tc (j,i,k-1)
ENDIF
IF (wgt_sai(j,i,k,ii) > 0.) THEN
! calculate urban tree height
ur_sai (j,i,k,ii) = ur_sai(j,i,k,ii) / wgt_sai(j,i,k,ii)!tc (j,i,k-1)
ENDIF
ENDDO
ENDIF
ENDDO
IF (avg(j,i) > 0) THEN
hgt(j,i) = hgt(j,i) / avg(j,i)
ENDIF
sumur = sum(ur_dc(j,i,1:10)) !ur_dc(j,i,1) + ur_dc(j,i,2) + ur_dc(j,i,3)
IF (sumur > 0.) THEN
! calculate 3 types urban cover, sum(pct_ur(j,i,:))=100
DO k = 1, 10
pct_ur(j,i,k) = ur_dc(j,i,k) / sumur * 100.
ENDDO
ENDIF
! 检查LCZ是否超过100%
IF (sum(pct_ur(j,i,1:10)) > 1e-6 .and. abs(sum(pct_ur(j,i,1:10))-100) > 1e-3) THEN
PRINT *, 'urban_pct > 100'
PRINT *, pct_ur(j,i,1:10)
ENDIF
ENDDO
ENDDO
PRINT *, "********************************"
DO i = 1, nyo
DO j = 1, nxo
DO k =1, 10
! check for htop_ur of urban grid
! 如果该城市格点有植被覆盖却没有树高，则将聚合过程中生成的该格点的htop数据
! 赋值为城市树高
IF (pct_tc(j,i,k) > 0 .and. htop_ur(j,i,k) == 0) THEN
htop_ur(j,i,k) = hgt(j,i)
ENDIF
! 如果经过上一步仍没有树高数据
! 则将该点同纬度的所有树高求平均赋值城市树高
IF (pct_tc(j,i,k) > 0 .and. htop_ur(j,i,k) == 0) THEN
DO p = 1, nxo
IF (hgt(p,i) > 0) THEN
sumth = sumth + hgt(p,i)
cont = cont + 1
ENDIF
ENDDO
IF (cont > 0) THEN
htop_ur(j,i,k) = sumth/cont
ENDIF
cont = 0
sumth = 0
ENDIF
ENDDO
ENDDO
ENDDO
DO i=1, 12
n_mon(i) = i
ENDDO
CALL check( nf90_create(TRIM(OUT_DIR)//"colm_LCZ_data_modis_v2_"//trim(year)//".nc", NF90_NETCDF4, ncid) )
CALL check( nf90_def_dim(ncid, "lat" , nyo , lat_dimid ) )
CALL check( nf90_def_dim(ncid, "lon" , nxo , lon_dimid ) )
CALL check( nf90_def_dim(ncid, "LCZ_type", 10 , ns_dimid ) )
CALL check( nf90_def_dim(ncid, "mon" , 12 , mon_dimid ) )
CALL check( nf90_def_var(ncid, "lat" , NF90_FLOAT, lat_dimid , lat_vid ) )
CALL check( nf90_def_var(ncid, "lon" , NF90_FLOAT, lon_dimid , lon_vid ) )
CALL check( nf90_def_var(ncid, "month" , NF90_INT , mon_dimid , mon_vid ) )
CALL check( nf90_put_att(ncid, lat_vid , "long_name", "Latitude" ) )
CALL check( nf90_put_att(ncid, lat_vid , "units" , "degrees_north" ) )
CALL check( nf90_put_att(ncid, lon_vid , "long_name", "Longitude" ) )
CALL check( nf90_put_att(ncid, lon_vid , "units" , "degrees_east" ) )
CALL check( nf90_put_att(ncid, mon_vid , "long_name", "month" ) )
CALL check( nf90_put_att(ncid, mon_vid , "units" , "month" ) )
XY3D = (/lon_dimid, lat_dimid, ns_dimid/)
XY4D = (/lon_dimid, lat_dimid, ns_dimid, mon_dimid/)
CALL check( nf90_def_var(ncid, "LCZ_TREE_PCT" , NF90_FLOAT, XY3D, pct_tcvid ) )
CALL check( nf90_def_var(ncid, "LCZ_WATER_PCT" , NF90_FLOAT, XY3D, pct_urwtvid) )
CALL check( nf90_def_var(ncid, "LCZ_TREE_TOP" , NF90_FLOAT, XY3D, htop_urvid ) )
CALL check( nf90_def_var(ncid, "LCZ_PCT" , NF90_FLOAT, XY3D, pct_urvid ) )
CALL check( nf90_def_var(ncid, "LCZ_TREE_LAI" , NF90_FLOAT, XY4D, ur_laivid ) )
CALL check( nf90_def_var(ncid, "LCZ_TREE_SAI" , NF90_FLOAT, XY4D, ur_saivid ) )
CALL check( nf90_put_att(ncid, pct_urvid , "units" , "%" ) )
CALL check( nf90_put_att(ncid, pct_urvid , "long_name" , "Percentage of each LCZ type" ) )
CALL check( nf90_put_att(ncid, pct_urvid , "_FillValue", fv) )
CALL check( nf90_put_att(ncid, pct_tcvid, "units" , "%" ) )
CALL check( nf90_put_att(ncid, pct_tcvid, "long_name" , "Urban percent tree cover" ) )
CALL check( nf90_put_att(ncid, pct_tcvid, "_FillValue", fv) )
CALL check( nf90_put_att(ncid, htop_urvid, "units" , "m" ) )
CALL check( nf90_put_att(ncid, htop_urvid, "long_name" , "Urban tree top height" ) )
CALL check( nf90_put_att(ncid, htop_urvid, "_FillValue", fv) )
CALL check( nf90_put_att(ncid, pct_urwtvid, "units" , "%" ) )
CALL check( nf90_put_att(ncid, pct_urwtvid, "long_name" , "Urban percent water cover" ) )
CALL check( nf90_put_att(ncid, pct_urwtvid, "_FillValue", fv) )
CALL check( nf90_put_att(ncid, ur_laivid, "units" , "m^2/m^2" ) )
CALL check( nf90_put_att(ncid, ur_laivid, "long_name" , "Urban tree monthly lai" ) )
CALL check( nf90_put_att(ncid, ur_laivid, "_FillValue", fv) )
CALL check( nf90_put_att(ncid, ur_saivid, "units" , "m^2/m^2" ) )
CALL check( nf90_put_att(ncid, ur_saivid, "long_name" , "Urban tree monthly sai" ) )
CALL check( nf90_put_att(ncid, ur_saivid, "_FillValue", fv) )
CALL check( nf90_enddef(ncid) )
CALL check( nf90_inq_varid(ncid, "lat" , urlat_vid) )
CALL check( nf90_put_var (ncid, urlat_vid , latso ) )
CALL check( nf90_inq_varid(ncid, "lon" , urlon_vid) )
CALL check( nf90_put_var (ncid, urlon_vid , lonso ) )
CALL check( nf90_inq_varid(ncid, "month" , mon_vid ) )
CALL check( nf90_put_var (ncid, mon_vid , n_mon ) )
CALL check( nf90_inq_varid(ncid, "LCZ_TREE_PCT" , pct_tcvid ) )
CALL check( nf90_put_var (ncid, pct_tcvid , pct_tc ) )
CALL check( nf90_inq_varid(ncid, "LCZ_WATER_PCT", pct_urwtvid) )
CALL check( nf90_put_var (ncid, pct_urwtvid , pct_urwt ) )
CALL check( nf90_inq_varid(ncid, "LCZ_TREE_TOP" , htop_urvid ) )
CALL check( nf90_put_var (ncid, htop_urvid , htop_ur ) )
CALL check( nf90_inq_varid(ncid, "LCZ_TREE_LAI" , ur_laivid ) )
CALL check( nf90_put_var (ncid, ur_laivid , ur_lai ) )
CALL check( nf90_inq_varid(ncid, "LCZ_TREE_SAI" , ur_saivid ) )
CALL check( nf90_put_var (ncid, ur_saivid , ur_sai ) )
CALL check( nf90_inq_varid(ncid, "LCZ_PCT" , pct_urvid ) )
CALL check( nf90_put_var (ncid, pct_urvid , pct_ur ) )
CALL check( nf90_close(ncid) )
ELSE
DO i = 1, nyo
DO j = 1, nxo
DO k = 1, 3
IF (ur_dc(j,i,k) > 0) THEN
! calculate urban tree cover
pct_tc (j,i,k) = tc (j,i,k) / ur_dc(j,i,k) !* 100
! calculate urban water cover
pct_urwt(j,i,k) = urwt(j,i,k) / ur_dc(j,i,k) !* 100
IF (wgt_top(j,i,k) > 0.) THEN
! calculate urban tree height
htop_ur (j,i,k) = htop(j,i,k) / wgt_top(j,i,k)!tc (j,i,k-1)
ENDIF
DO ii = 1, 12
IF (wgt_lai(j,i,k,ii) > 0.) THEN
! calculate urban tree height
ur_lai (j,i,k,ii) = ur_lai(j,i,k,ii) / wgt_lai(j,i,k,ii)!tc (j,i,k-1)
ENDIF
IF (wgt_sai(j,i,k,ii) > 0.) THEN
! calculate urban tree height
ur_sai (j,i,k,ii) = ur_sai(j,i,k,ii) / wgt_sai(j,i,k,ii)!tc (j,i,k-1)
ENDIF
ENDDO
hwr_can (j,i,k) = hwr_can (j,i,k) / ur_dc(j,i,k)
wt_rf (j,i,k) = wt_rf (j,i,k) / ur_dc(j,i,k)
wt_rd (j,i,k) = wt_rd (j,i,k) / ur_dc(j,i,k)
em_rf (j,i,k) = em_rf (j,i,k) / ur_dc(j,i,k)
em_wl (j,i,k) = em_wl (j,i,k) / ur_dc(j,i,k)
em_imrd (j,i,k) = em_imrd (j,i,k) / ur_dc(j,i,k)
em_perd (j,i,k) = em_perd (j,i,k) / ur_dc(j,i,k)
th_rf (j,i,k) = th_rf (j,i,k) / ur_dc(j,i,k)
th_wl (j,i,k) = th_wl (j,i,k) / ur_dc(j,i,k)
tb_min (j,i,k) = tb_min (j,i,k) / ur_dc(j,i,k)
tb_max (j,i,k) = tb_max (j,i,k) / ur_dc(j,i,k)
ht_rf (j,i,k) = ht_rf (j,i,k) / ur_dc(j,i,k)
alb_rf (j,i,k,:,:) = alb_rf (j,i,k,:,:) / ur_dc(j,i,k)
alb_wl (j,i,k,:,:) = alb_wl (j,i,k,:,:) / ur_dc(j,i,k)
alb_imrd(j,i,k,:,:) = alb_imrd(j,i,k,:,:) / ur_dc(j,i,k)
alb_perd(j,i,k,:,:) = alb_perd(j,i,k,:,:) / ur_dc(j,i,k)
tk_rf (j,i,k,:) = tk_rf (j,i,k,:) / ur_dc(j,i,k)
tk_wl (j,i,k,:) = tk_wl (j,i,k,:) / ur_dc(j,i,k)
DO m = 1, 10
IF (tk_imrd(j,i,k,m) >= 0.) THEN
tk_imrd(j,i,k,m) = tk_imrd(j,i,k,m) / ur_dc(j,i,k)
ENDIF
IF (cv_imrd(j,i,k,m) >= 0.) THEN
cv_imrd(j,i,k,m) = cv_imrd(j,i,k,m) / ur_dc(j,i,k)
ENDIF
ENDDO
cv_rf (j,i,k,:) = cv_rf (j,i,k,:) / ur_dc(j,i,k)
cv_wl (j,i,k,:) = cv_wl (j,i,k,:) / ur_dc(j,i,k)
ENDIF
ENDDO
IF (avg(j,i) > 0) THEN
hgt(j,i) = hgt(j,i) / avg(j,i)
ENDIF
sumur = ur_dc(j,i,1) + ur_dc(j,i,2) + ur_dc(j,i,3)
IF (sumur > 0.) THEN
! calculate 3 types urban cover, sum(pct_ur(j,i,:))=100
pct_ur(j,i,1) = ur_dc(j,i,1) / sumur * 100.
pct_ur(j,i,2) = ur_dc(j,i,2) / sumur * 100.
pct_ur(j,i,3) = ur_dc(j,i,3) / sumur * 100.
ENDIF
! 检查3类城市是否超过100%
IF (sum(pct_ur(j,i,1:3)) > 1e-6 .and. abs(sum(pct_ur(j,i,1:3))-100) > 1e-3) THEN
PRINT *, 'urban_pct > 100'
PRINT *, pct_ur(j,i,1:3)
ENDIF
ENDDO
ENDDO
PRINT *, "********************************"
DO i = 1, nyo
DO j = 1, nxo
DO k =1, 3
! check for htop_ur of urban grid
! 如果该城市格点有植被覆盖却没有树高，则将聚合过程中生成的该格点的htop数据
! 赋值为城市树高
IF (pct_tc(j,i,k) > 0 .and. htop_ur(j,i,k) == 0) THEN
htop_ur(j,i,k) = hgt(j,i)
ENDIF
! 如果经过上一步仍没有树高数据
! 则将该点同纬度的所有树高求平均赋值城市树高
IF (pct_tc(j,i,k) > 0 .and. htop_ur(j,i,k) == 0) THEN
DO p = 1, nxo
IF (hgt(p,i) > 0) THEN
sumth = sumth + hgt(p,i)
cont = cont + 1
ENDIF
ENDDO
IF (cont > 0) THEN