subgridAveMod.F90 Source File


Source Code

module subgridAveMod

#include "shr_assert.h"

  !-----------------------------------------------------------------------
  ! !DESCRIPTION:
  ! Utilities to perfrom subgrid averaging
  !
  ! !USES:
  use shr_kind_mod  , only : r8 => shr_kind_r8
  use shr_log_mod   , only : errMsg => shr_log_errMsg
  use column_varcon , only : icol_roof, icol_sunwall, icol_shadewall
  use column_varcon , only : icol_road_perv , icol_road_imperv
  use clm_varcon    , only : grlnd, nameg, namel, namec, namep,spval 
  use clm_varctl    , only : iulog
  use abortutils    , only : endrun
  use decompMod     , only : bounds_type
  use LandunitType  , only : lun                
  use ColumnType    , only : col                
  use PatchType     , only : patch                
  !
  ! !PUBLIC TYPES:
  implicit none
  save
  !
  ! !PUBLIC MEMBER FUNCTIONS:
  public :: p2c   ! Perform an average patches to columns
  public :: p2l   ! Perform an average patches to landunits
  public :: p2g   ! Perform an average patches to gridcells
  public :: c2l   ! Perform an average columns to landunits
  public :: c2g   ! Perform an average columns to gridcells
  public :: l2g   ! Perform an average landunits to gridcells

  interface p2c
     module procedure p2c_1d
     module procedure p2c_2d
     module procedure p2c_1d_filter
     module procedure p2c_2d_filter
  end interface
  interface p2l
     module procedure p2l_1d
     module procedure p2l_2d
  end interface
  interface p2g
     module procedure p2g_1d
     module procedure p2g_2d
  end interface
  interface c2l
     module procedure c2l_1d
     module procedure c2l_2d
  end interface
  interface c2g
     module procedure c2g_1d
     module procedure c2g_2d
  end interface
  interface l2g
     module procedure l2g_1d
     module procedure l2g_2d
  end interface
  !
  ! !PRIVATE MEMBER FUNCTIONS:
  private :: build_scale_l2g
  private :: create_scale_l2g_lookup

  ! Note about the urban scaling types used for c2l_scale_type (urbanf / urbans), from
  ! Bill Sacks and Keith Oleson: These names originally meant to distinguish between
  ! fluxes and states. However, that isn't the right distinction. In general, urbanf
  ! should be used for variables that are expressed as something-per-m^2 ('extensive'
  ! state or flux variables), whereas urbans should be used for variables that are not
  ! expressed as per-m^2 ('intensive' state variables; an example is temperature). The
  ! urbanf scaling converts from per-m^2 of vertical wall area to per-m^2 of ground area.
  ! One way to think about this is: In the extreme case of a near-infinite canyon_hwr due
  ! to massively tall walls, do you want a near-infinite multiplier for the walls for the
  ! variable in question? If so, you want urbanf; if not, you want urbans.
  !
  ! However, there may be some special cases, including some hydrology variables that
  ! don't apply for urban walls.

  ! WJS (10-14-11): TODO:
  ! 
  ! - I believe that scale_p2c, scale_c2l and scale_l2g should be included in the sumwt
  ! accumulations (e.g., sumwt = sumwt + wtgcell * scale_p2c * scale_c2l * scale_l2g), but
  ! that requires some more thought to (1) make sure that is correct, and (2) make sure it
  ! doesn't break the urban scaling. (See also my notes in create_scale_l2g_lookup.)
  !   - Once that is done, you could use a scale of 0, avoiding the need for the use of
  !   spval and the special checks that requires.
  !
  ! - Currently, there is a lot of repeated code to calculate scale_c2l. This should be
  ! cleaned up.
  !   - At a minimum, should collect the repeated code into a subroutine to eliminate this
  !   repitition
  !   - The best thing might be to use a lookup array, as is done for scale_l2g


  character(len=*), parameter, private :: sourcefile = &
       __FILE__

  ! -----------------------------------------------------------------------

contains

  !-----------------------------------------------------------------------
  subroutine p2c_1d (bounds, parr, carr, p2c_scale_type)
    !
    ! !DESCRIPTION:
    ! Perfrom subgrid-average from patches to columns.
    ! Averaging is only done for points that are not equal to "spval".
    !
    ! !ARGUMENTS:
    type(bounds_type), intent(in) :: bounds  
    real(r8), intent(in)  :: parr( bounds%begp: )         ! patch array
    real(r8), intent(out) :: carr( bounds%begc: )         ! column array
    character(len=*), intent(in) :: p2c_scale_type ! scale type
    !
    ! !LOCAL VARIABLES:
    integer  :: p,c,index                       ! indices
    real(r8) :: scale_p2c(bounds%begp:bounds%endp) ! scale factor for column->landunit mapping
    logical  :: found                              ! temporary for error check
    real(r8) :: sumwt(bounds%begc:bounds%endc)     ! sum of weights
    !------------------------------------------------------------------------

    ! Enforce expected array sizes
    SHR_ASSERT_ALL((ubound(parr) == (/bounds%endp/)), errMsg(sourcefile, __LINE__))
    SHR_ASSERT_ALL((ubound(carr) == (/bounds%endc/)), errMsg(sourcefile, __LINE__))

    if (p2c_scale_type == 'unity') then
       do p = bounds%begp,bounds%endp
          scale_p2c(p) = 1.0_r8
       end do
    else
       write(iulog,*)'p2c_1d error: scale type ',p2c_scale_type,' not supported'
       call endrun(msg=errMsg(sourcefile, __LINE__))
    end if

    carr(bounds%begc:bounds%endc) = spval
    sumwt(bounds%begc:bounds%endc) = 0._r8
    do p = bounds%begp,bounds%endp
       if (patch%active(p) .and. patch%wtcol(p) /= 0._r8) then
          if (parr(p) /= spval) then
             c = patch%column(p)
             if (sumwt(c) == 0._r8) carr(c) = 0._r8
             carr(c) = carr(c) + parr(p) * scale_p2c(p) * patch%wtcol(p)
             sumwt(c) = sumwt(c) + patch%wtcol(p)
          end if
       end if
    end do
    found = .false.
    do c = bounds%begc,bounds%endc
       if (sumwt(c) > 1.0_r8 + 1.e-6_r8) then
          found = .true.
          index = c
       else if (sumwt(c) /= 0._r8) then
          carr(c) = carr(c)/sumwt(c)
       end if
    end do
    if (found) then
       write(iulog,*)'p2c_1d error: sumwt is greater than 1.0'
       call endrun(decomp_index=index, clmlevel=namec, msg=errMsg(sourcefile, __LINE__))
    end if

  end subroutine p2c_1d

  !-----------------------------------------------------------------------
  subroutine p2c_2d (bounds, num2d, parr, carr, p2c_scale_type)
    !
    ! !DESCRIPTION:
    ! Perfrom subgrid-average from landunits to gridcells.
    ! Averaging is only done for points that are not equal to "spval".
    !
    ! !ARGUMENTS:
    type(bounds_type) , intent(in)  :: bounds            
    integer           , intent(in)  :: num2d                     ! size of second dimension
    real(r8)          , intent(in)  :: parr( bounds%begp: , 1: ) ! patch array
    real(r8)          , intent(out) :: carr( bounds%begc: , 1: ) ! column array
    character(len=*)  , intent(in)  :: p2c_scale_type     ! scale type
    !
    ! !LOCAL VARIABLES:
    integer  :: j,p,c,index                         ! indices
    real(r8) :: scale_p2c(bounds%begp:bounds%endp)     ! scale factor for column->landunit mapping
    logical  :: found                                  ! temporary for error check
    real(r8) :: sumwt(bounds%begc:bounds%endc)         ! sum of weights
    !------------------------------------------------------------------------

    ! Enforce expected array sizes
    SHR_ASSERT_ALL((ubound(parr) == (/bounds%endp, num2d/)), errMsg(sourcefile, __LINE__))
    SHR_ASSERT_ALL((ubound(carr) == (/bounds%endc, num2d/)), errMsg(sourcefile, __LINE__))

    if (p2c_scale_type == 'unity') then
       do p = bounds%begp,bounds%endp
          scale_p2c(p) = 1.0_r8
       end do
    else
       write(iulog,*)'p2c_2d error: scale type ',p2c_scale_type,' not supported'
       call endrun(msg=errMsg(sourcefile, __LINE__))
    end if

    carr(bounds%begc : bounds%endc, :) = spval
    do j = 1,num2d
       sumwt(bounds%begc : bounds%endc) = 0._r8
       do p = bounds%begp,bounds%endp
          if (patch%active(p) .and. patch%wtcol(p) /= 0._r8) then
             if (parr(p,j) /= spval) then
                c = patch%column(p)
                if (sumwt(c) == 0._r8) carr(c,j) = 0._r8
                carr(c,j) = carr(c,j) + parr(p,j) * scale_p2c(p) * patch%wtcol(p)
                sumwt(c) = sumwt(c) + patch%wtcol(p)
             end if
          end if
       end do
       found = .false.
       do c = bounds%begc,bounds%endc
          if (sumwt(c) > 1.0_r8 + 1.e-6_r8) then
             found = .true.
             index = c
          else if (sumwt(c) /= 0._r8) then
             carr(c,j) = carr(c,j)/sumwt(c)
          end if
       end do
       if (found) then
          write(iulog,*)'p2c_2d error: sumwt is greater than 1.0 at c= ',index,' lev= ',j
          call endrun(decomp_index=index, clmlevel=namec, msg=errMsg(sourcefile, __LINE__))
       end if
    end do 
  end subroutine p2c_2d

  !-----------------------------------------------------------------------
  subroutine p2c_1d_filter (bounds, numfc, filterc,  patcharr, colarr)
    !
    ! !DESCRIPTION:
    ! perform patch to column averaging for single level patch arrays
    !
    ! !ARGUMENTS:
    type(bounds_type), intent(in) :: bounds  
    integer , intent(in)  :: numfc
    integer , intent(in)  :: filterc(numfc)
    real(r8), intent(in)  :: patcharr( bounds%begp: )
    real(r8), intent(out) :: colarr( bounds%begc: )
    !
    ! !LOCAL VARIABLES:
    integer :: fc,c,p  ! indices
    !-----------------------------------------------------------------------

    ! Enforce expected array sizes
    SHR_ASSERT_ALL((ubound(patcharr) == (/bounds%endp/)), errMsg(sourcefile, __LINE__))
    SHR_ASSERT_ALL((ubound(colarr) == (/bounds%endc/)), errMsg(sourcefile, __LINE__))

    do fc = 1,numfc
       c = filterc(fc)
       colarr(c) = 0._r8
       do p = col%patchi(c), col%patchf(c)
          if (patch%active(p)) colarr(c) = colarr(c) + patcharr(p) * patch%wtcol(p)
       end do
    end do

  end subroutine p2c_1d_filter

  !-----------------------------------------------------------------------
  subroutine p2c_2d_filter (lev, numfc, filterc, patcharr, colarr)
    !
    ! !DESCRIPTION:
    ! perform patch to column averaging for multi level patch arrays
    !
    ! !ARGUMENTS:
    integer , intent(in)  :: lev
    integer , intent(in)  :: numfc
    integer , intent(in)  :: filterc(numfc)
    real(r8), pointer     :: patcharr(:,:)
    real(r8), pointer     :: colarr(:,:)
    !
    ! !LOCAL VARIABLES:
    integer :: fc,c,p,j    ! indices
    !-----------------------------------------------------------------------

    do j = 1,lev
       do fc = 1,numfc
          c = filterc(fc)
          colarr(c,j) = 0._r8
          do p = col%patchi(c), col%patchf(c)
             if (patch%active(p)) colarr(c,j) = colarr(c,j) + patcharr(p,j) * patch%wtcol(p)
          end do
       end do
    end do

  end subroutine p2c_2d_filter

  !-----------------------------------------------------------------------
  subroutine p2l_1d (bounds, parr, larr, p2c_scale_type, c2l_scale_type)
    !
    ! !DESCRIPTION:
    ! Perfrom subgrid-average from patches to landunits
    ! Averaging is only done for points that are not equal to "spval".
    !
    ! !ARGUMENTS:
    type(bounds_type), intent(in) :: bounds        
    real(r8), intent(in)  :: parr( bounds%begp: )  ! input column array
    real(r8), intent(out) :: larr( bounds%begl: )  ! output landunit array
    character(len=*), intent(in) :: p2c_scale_type ! scale factor type for averaging
    character(len=*), intent(in) :: c2l_scale_type ! scale factor type for averaging (see note at top of module)
    !
    ! !LOCAL VARIABLES:
    integer  :: p,c,l,index                     ! indices
    logical  :: found                              ! temporary for error check
    real(r8) :: sumwt(bounds%begl:bounds%endl)     ! sum of weights
    real(r8) :: scale_p2c(bounds%begp:bounds%endp) ! scale factor for patch->column mapping
    real(r8) :: scale_c2l(bounds%begc:bounds%endc) ! scale factor for column->landunit mapping
    !------------------------------------------------------------------------

    ! Enforce expected array sizes
    SHR_ASSERT_ALL((ubound(parr) == (/bounds%endp/)), errMsg(sourcefile, __LINE__))
    SHR_ASSERT_ALL((ubound(larr) == (/bounds%endl/)), errMsg(sourcefile, __LINE__))

    if (c2l_scale_type == 'unity') then
       do c = bounds%begc,bounds%endc
          scale_c2l(c) = 1.0_r8
       end do
    else if (c2l_scale_type == 'urbanf') then
       do c = bounds%begc,bounds%endc
          l = col%landunit(c) 
          if (lun%urbpoi(l)) then
             if (col%itype(c) == icol_sunwall) then
                scale_c2l(c) = 3.0 * lun%canyon_hwr(l) 
             else if (col%itype(c) == icol_shadewall) then
                scale_c2l(c) = 3.0 * lun%canyon_hwr(l) 
             else if (col%itype(c) == icol_road_perv .or. col%itype(c) == icol_road_imperv) then
                scale_c2l(c) = 3.0_r8
             else if (col%itype(c) == icol_roof) then
                scale_c2l(c) = 1.0_r8
             end if
          else
             scale_c2l(c) = 1.0_r8
          end if
       end do
    else if (c2l_scale_type == 'urbans') then
       do c = bounds%begc,bounds%endc
          l = col%landunit(c) 
          if (lun%urbpoi(l)) then
             if (col%itype(c) == icol_sunwall) then
                scale_c2l(c) = (3.0 * lun%canyon_hwr(l)) / (2.*lun%canyon_hwr(l) + 1.)
             else if (col%itype(c) == icol_shadewall) then
                scale_c2l(c) = (3.0 * lun%canyon_hwr(l)) / (2.*lun%canyon_hwr(l) + 1.)
             else if (col%itype(c) == icol_road_perv .or. col%itype(c) == icol_road_imperv) then
                scale_c2l(c) = 3.0 / (2.*lun%canyon_hwr(l) + 1.)
             else if (col%itype(c) == icol_roof) then
                scale_c2l(c) = 1.0_r8
             end if
          else
             scale_c2l(c) = 1.0_r8
          end if
       end do
    else
       write(iulog,*)'p2l_1d error: scale type ',c2l_scale_type,' not supported'
       call endrun(msg=errMsg(sourcefile, __LINE__))
    end if

    if (p2c_scale_type == 'unity') then
       do p = bounds%begp,bounds%endp
          scale_p2c(p) = 1.0_r8
       end do
    else
       write(iulog,*)'p2l_1d error: scale type ',p2c_scale_type,' not supported'
       call endrun(msg=errMsg(sourcefile, __LINE__))
    end if

    larr(bounds%begl : bounds%endl) = spval
    sumwt(bounds%begl : bounds%endl) = 0._r8
    do p = bounds%begp,bounds%endp
       if (patch%active(p) .and. patch%wtlunit(p) /= 0._r8) then
          c = patch%column(p)
          if (parr(p) /= spval .and. scale_c2l(c) /= spval) then
             l = patch%landunit(p)
             if (sumwt(l) == 0._r8) larr(l) = 0._r8
             larr(l) = larr(l) + parr(p) * scale_p2c(p) * scale_c2l(c) * patch%wtlunit(p)
             sumwt(l) = sumwt(l) + patch%wtlunit(p)
          end if
       end if
    end do
    found = .false.
    do l = bounds%begl,bounds%endl
       if (sumwt(l) > 1.0_r8 + 1.e-6_r8) then
          found = .true.
          index = l
       else if (sumwt(l) /= 0._r8) then
          larr(l) = larr(l)/sumwt(l)
       end if
    end do
    if (found) then
       write(iulog,*)'p2l_1d error: sumwt is greater than 1.0 at l= ',index
       call endrun(decomp_index=index, clmlevel=namel, msg=errMsg(sourcefile, __LINE__))
    end if

  end subroutine p2l_1d

  !-----------------------------------------------------------------------
  subroutine p2l_2d(bounds, num2d, parr, larr, p2c_scale_type, c2l_scale_type)
    !
    ! !DESCRIPTION:
    ! Perfrom subgrid-average from patches to landunits
    ! Averaging is only done for points that are not equal to "spval".
    !
    ! !ARGUMENTS:
    type(bounds_type), intent(in) :: bounds        
    integer , intent(in)  :: num2d                 ! size of second dimension
    real(r8), intent(in)  :: parr( bounds%begp: , 1: )  ! input patch array
    real(r8), intent(out) :: larr( bounds%begl: , 1: )  ! output gridcell array
    character(len=*), intent(in) :: p2c_scale_type ! scale factor type for averaging
    character(len=*), intent(in) :: c2l_scale_type ! scale factor type for averaging (see note at top of module)
    !
    ! !LOCAL VARIABLES:
    integer  :: j,p,c,l,index       ! indices
    logical  :: found                  ! temporary for error check
    real(r8) :: sumwt(bounds%begl:bounds%endl)         ! sum of weights
    real(r8) :: scale_p2c(bounds%begc:bounds%endc)     ! scale factor for patch->column mapping
    real(r8) :: scale_c2l(bounds%begc:bounds%endc)     ! scale factor for column->landunit mapping
    !------------------------------------------------------------------------

    ! Enforce expected array sizes
    SHR_ASSERT_ALL((ubound(parr) == (/bounds%endp, num2d/)), errMsg(sourcefile, __LINE__))
    SHR_ASSERT_ALL((ubound(larr) == (/bounds%endl, num2d/)), errMsg(sourcefile, __LINE__))

    if (c2l_scale_type == 'unity') then
       do c = bounds%begc,bounds%endc
          scale_c2l(c) = 1.0_r8
       end do
    else if (c2l_scale_type == 'urbanf') then
       do c = bounds%begc,bounds%endc
          l = col%landunit(c) 
          if (lun%urbpoi(l)) then
             if (col%itype(c) == icol_sunwall) then
                scale_c2l(c) = 3.0 * lun%canyon_hwr(l) 
             else if (col%itype(c) == icol_shadewall) then
                scale_c2l(c) = 3.0 * lun%canyon_hwr(l) 
             else if (col%itype(c) == icol_road_perv .or. col%itype(c) == icol_road_imperv) then
                scale_c2l(c) = 3.0_r8
             else if (col%itype(c) == icol_roof) then
                scale_c2l(c) = 1.0_r8
             end if
          else
             scale_c2l(c) = 1.0_r8
          end if
       end do
    else if (c2l_scale_type == 'urbans') then
       do c = bounds%begc,bounds%endc
          l = col%landunit(c) 
          if (lun%urbpoi(l)) then
             if (col%itype(c) == icol_sunwall) then
                scale_c2l(c) = (3.0 * lun%canyon_hwr(l)) / (2.*lun%canyon_hwr(l) + 1.)
             else if (col%itype(c) == icol_shadewall) then
                scale_c2l(c) = (3.0 * lun%canyon_hwr(l)) / (2.*lun%canyon_hwr(l) + 1.)
             else if (col%itype(c) == icol_road_perv .or. col%itype(c) == icol_road_imperv) then
                scale_c2l(c) = 3.0 / (2.*lun%canyon_hwr(l) + 1.)
             else if (col%itype(c) == icol_roof) then
                scale_c2l(c) = 1.0_r8
             end if
          else
             scale_c2l(c) = 1.0_r8
          end if
       end do
    else
       write(iulog,*)'p2l_2d error: scale type ',c2l_scale_type,' not supported'
       call endrun(msg=errMsg(sourcefile, __LINE__))
    end if

    if (p2c_scale_type == 'unity') then
       do p = bounds%begp,bounds%endp
          scale_p2c(p) = 1.0_r8
       end do
    else
       write(iulog,*)'p2l_2d error: scale type ',p2c_scale_type,' not supported'
       call endrun(msg=errMsg(sourcefile, __LINE__))
    end if

    larr(bounds%begl : bounds%endl, :) = spval
    do j = 1,num2d
       sumwt(bounds%begl : bounds%endl) = 0._r8
       do p = bounds%begp,bounds%endp
          if (patch%active(p) .and. patch%wtlunit(p) /= 0._r8) then
             c = patch%column(p)
             if (parr(p,j) /= spval .and. scale_c2l(c) /= spval) then
                l = patch%landunit(p)
                if (sumwt(l) == 0._r8) larr(l,j) = 0._r8
                larr(l,j) = larr(l,j) + parr(p,j) * scale_p2c(p) * scale_c2l(c) * patch%wtlunit(p)
                sumwt(l) = sumwt(l) + patch%wtlunit(p)
             end if
          end if
       end do
       found = .false.
       do l = bounds%begl,bounds%endl
          if (sumwt(l) > 1.0_r8 + 1.e-6_r8) then
             found = .true.
             index = l
          else if (sumwt(l) /= 0._r8) then
             larr(l,j) = larr(l,j)/sumwt(l)
          end if
       end do
       if (found) then
          write(iulog,*)'p2l_2d error: sumwt is greater than 1.0 at l= ',index,' j= ',j
          call endrun(decomp_index=index, clmlevel=namel, msg=errMsg(sourcefile, __LINE__))
       end if
    end do

  end subroutine p2l_2d

  !-----------------------------------------------------------------------
  subroutine p2g_1d(bounds, parr, garr, p2c_scale_type, c2l_scale_type, l2g_scale_type)
    !
    ! !DESCRIPTION:
    ! Perfrom subgrid-average from patches to gridcells.
    ! Averaging is only done for points that are not equal to "spval".
    !
    ! !ARGUMENTS:
    type(bounds_type), intent(in) :: bounds        
    real(r8), intent(in)  :: parr( bounds%begp: )  ! input patch array
    real(r8), intent(out) :: garr( bounds%begg: )  ! output gridcell array
    character(len=*), intent(in) :: p2c_scale_type ! scale factor type for averaging
    character(len=*), intent(in) :: c2l_scale_type ! scale factor type for averaging (see note at top of module)
    character(len=*), intent(in) :: l2g_scale_type ! scale factor type for averaging
    !
    !  !LOCAL VARIABLES:
    integer  :: p,c,l,g,index                   ! indices
    logical  :: found                              ! temporary for error check
    real(r8) :: scale_p2c(bounds%begp:bounds%endp) ! scale factor
    real(r8) :: scale_c2l(bounds%begc:bounds%endc) ! scale factor
    real(r8) :: scale_l2g(bounds%begl:bounds%endl) ! scale factor
    real(r8) :: sumwt(bounds%begg:bounds%endg)     ! sum of weights
    !------------------------------------------------------------------------

    ! Enforce expected array sizes
    SHR_ASSERT_ALL((ubound(parr) == (/bounds%endp/)), errMsg(sourcefile, __LINE__))
    SHR_ASSERT_ALL((ubound(garr) == (/bounds%endg/)), errMsg(sourcefile, __LINE__))

    call build_scale_l2g(bounds, l2g_scale_type, &
         scale_l2g(bounds%begl:bounds%endl))

    if (c2l_scale_type == 'unity') then
       do c = bounds%begc,bounds%endc
          scale_c2l(c) = 1.0_r8
       end do
    else if (c2l_scale_type == 'urbanf') then
       do c = bounds%begc,bounds%endc
          l = col%landunit(c) 
          if (lun%urbpoi(l)) then
             if (col%itype(c) == icol_sunwall) then
                scale_c2l(c) = 3.0 * lun%canyon_hwr(l) 
             else if (col%itype(c) == icol_shadewall) then
                scale_c2l(c) = 3.0 * lun%canyon_hwr(l) 
             else if (col%itype(c) == icol_road_perv .or. col%itype(c) == icol_road_imperv) then
                scale_c2l(c) = 3.0_r8
             else if (col%itype(c) == icol_roof) then
                scale_c2l(c) = 1.0_r8
             end if
          else
             scale_c2l(c) = 1.0_r8
          end if
       end do
    else if (c2l_scale_type == 'urbans') then
       do c = bounds%begc,bounds%endc
          l = col%landunit(c) 
          if (lun%urbpoi(l)) then
             if (col%itype(c) == icol_sunwall) then
                scale_c2l(c) = (3.0 * lun%canyon_hwr(l)) / (2.*lun%canyon_hwr(l) + 1.)
             else if (col%itype(c) == icol_shadewall) then
                scale_c2l(c) = (3.0 * lun%canyon_hwr(l)) / (2.*lun%canyon_hwr(l) + 1.)
             else if (col%itype(c) == icol_road_perv .or. col%itype(c) == icol_road_imperv) then
                scale_c2l(c) = 3.0 / (2.*lun%canyon_hwr(l) + 1.)
             else if (col%itype(c) == icol_roof) then
                scale_c2l(c) = 1.0_r8
             end if
          else
             scale_c2l(c) = 1.0_r8
          end if
       end do
    else
       write(iulog,*)'p2g_1d error: scale type ',c2l_scale_type,' not supported'
       call endrun(msg=errMsg(sourcefile, __LINE__))
    end if

    if (p2c_scale_type == 'unity') then
       do p = bounds%begp,bounds%endp
          scale_p2c(p) = 1.0_r8
       end do
    else
       write(iulog,*)'p2g_1d error: scale type ',c2l_scale_type,' not supported'
       call endrun(msg=errMsg(sourcefile, __LINE__))
    end if

    garr(bounds%begg : bounds%endg) = spval
    sumwt(bounds%begg : bounds%endg) = 0._r8
    do p = bounds%begp,bounds%endp
       if (patch%active(p) .and. patch%wtgcell(p) /= 0._r8) then
          c = patch%column(p)
          l = patch%landunit(p)
          if (parr(p) /= spval .and. scale_c2l(c) /= spval .and. scale_l2g(l) /= spval) then
             g = patch%gridcell(p)
             if (sumwt(g) == 0._r8) garr(g) = 0._r8
             garr(g) = garr(g) + parr(p) * scale_p2c(p) * scale_c2l(c) * scale_l2g(l) * patch%wtgcell(p)
             sumwt(g) = sumwt(g) + patch%wtgcell(p)
          end if
       end if
    end do
    found = .false.
    do g = bounds%begg, bounds%endg
       if (sumwt(g) > 1.0_r8 + 1.e-6_r8) then
          found = .true.
          index = g
       else if (sumwt(g) /= 0._r8) then
          garr(g) = garr(g)/sumwt(g)
       end if
    end do
    if (found) then
       write(iulog,*)'p2g_1d error: sumwt is greater than 1.0 at g= ',index
       call endrun(decomp_index=index, clmlevel=nameg, msg=errMsg(sourcefile, __LINE__))
    end if

  end subroutine p2g_1d

  !-----------------------------------------------------------------------
  subroutine p2g_2d(bounds, num2d, parr, garr, p2c_scale_type, c2l_scale_type, l2g_scale_type)
    !
    ! !DESCRIPTION:
    ! Perfrom subgrid-average from patches to gridcells.
    ! Averaging is only done for points that are not equal to "spval".
    !
    ! !USES:
    !
    ! !ARGUMENTS:
    type(bounds_type), intent(in) :: bounds            
    integer , intent(in)  :: num2d                     ! size of second dimension
    real(r8), intent(in)  :: parr( bounds%begp: , 1: ) ! input patch array
    real(r8), intent(out) :: garr( bounds%begg: , 1: ) ! output gridcell array
    character(len=*), intent(in) :: p2c_scale_type     ! scale factor type for averaging
    character(len=*), intent(in) :: c2l_scale_type     ! scale factor type for averaging (see note at top of module)
    character(len=*), intent(in) :: l2g_scale_type     ! scale factor type for averaging
    !
    ! !LOCAL VARIABLES:
    integer  :: j,p,c,l,g,index                     ! indices
    logical  :: found                                  ! temporary for error check
    real(r8) :: scale_p2c(bounds%begp:bounds%endp)     ! scale factor
    real(r8) :: scale_c2l(bounds%begc:bounds%endc)     ! scale factor
    real(r8) :: scale_l2g(bounds%begl:bounds%endl)     ! scale factor
    real(r8) :: sumwt(bounds%begg:bounds%endg)         ! sum of weights
    !------------------------------------------------------------------------

    ! Enforce expected array sizes
    SHR_ASSERT_ALL((ubound(parr) == (/bounds%endp, num2d/)), errMsg(sourcefile, __LINE__))
    SHR_ASSERT_ALL((ubound(garr) == (/bounds%endg, num2d/)), errMsg(sourcefile, __LINE__))

    call build_scale_l2g(bounds, l2g_scale_type, &
         scale_l2g(bounds%begl:bounds%endl))

    if (c2l_scale_type == 'unity') then
       do c = bounds%begc,bounds%endc
          scale_c2l(c) = 1.0_r8
       end do
    else if (c2l_scale_type == 'urbanf') then
       do c = bounds%begc,bounds%endc
          l = col%landunit(c) 
          if (lun%urbpoi(l)) then
             if (col%itype(c) == icol_sunwall) then
                scale_c2l(c) = 3.0 * lun%canyon_hwr(l) 
             else if (col%itype(c) == icol_shadewall) then
                scale_c2l(c) = 3.0 * lun%canyon_hwr(l) 
             else if (col%itype(c) == icol_road_perv .or. col%itype(c) == icol_road_imperv) then
                scale_c2l(c) = 3.0_r8
             else if (col%itype(c) == icol_roof) then
                scale_c2l(c) = 1.0_r8
             end if
          else
             scale_c2l(c) = 1.0_r8
          end if
       end do
    else if (c2l_scale_type == 'urbans') then
       do c = bounds%begc,bounds%endc
          l = col%landunit(c) 
          if (lun%urbpoi(l)) then
             if (col%itype(c) == icol_sunwall) then
                scale_c2l(c) = (3.0 * lun%canyon_hwr(l)) / (2.*lun%canyon_hwr(l) + 1.)
             else if (col%itype(c) == icol_shadewall) then
                scale_c2l(c) = (3.0 * lun%canyon_hwr(l)) / (2.*lun%canyon_hwr(l) + 1.)
             else if (col%itype(c) == icol_road_perv .or. col%itype(c) == icol_road_imperv) then
                scale_c2l(c) = 3.0 / (2.*lun%canyon_hwr(l) + 1.)
             else if (col%itype(c) == icol_roof) then
                scale_c2l(c) = 1.0_r8
             end if
          else
             scale_c2l(c) = 1.0_r8
          end if
       end do
    else
       write(iulog,*)'p2g_2d error: scale type ',c2l_scale_type,' not supported'
       call endrun(msg=errMsg(sourcefile, __LINE__))
    end if

    if (p2c_scale_type == 'unity') then
       do p = bounds%begp,bounds%endp
          scale_p2c(p) = 1.0_r8
       end do
    else
       write(iulog,*)'p2g_2d error: scale type ',c2l_scale_type,' not supported'
       call endrun(msg=errMsg(sourcefile, __LINE__))
    end if

    garr(bounds%begg : bounds%endg, :) = spval
    do j = 1,num2d
       sumwt(bounds%begg : bounds%endg) = 0._r8
       do p = bounds%begp,bounds%endp 
          if (patch%active(p) .and. patch%wtgcell(p) /= 0._r8) then
             c = patch%column(p)
             l = patch%landunit(p)
             if (parr(p,j) /= spval .and. scale_c2l(c) /= spval .and. scale_l2g(l) /= spval) then
                g = patch%gridcell(p)
                if (sumwt(g) == 0._r8) garr(g,j) = 0._r8
                garr(g,j) = garr(g,j) + parr(p,j) * scale_p2c(p) * scale_c2l(c) * scale_l2g(l) * patch%wtgcell(p)
                sumwt(g) = sumwt(g) + patch%wtgcell(p)
             end if
          end if
       end do
       found = .false.
       do g = bounds%begg, bounds%endg
          if (sumwt(g) > 1.0_r8 + 1.e-6_r8) then
             found = .true.
             index = g
          else if (sumwt(g) /= 0._r8) then
             garr(g,j) = garr(g,j)/sumwt(g)
          end if
       end do
       if (found) then
          write(iulog,*)'p2g_2d error: sumwt gt 1.0 at g/sumwt = ',index,sumwt(index)
          call endrun(decomp_index=index, clmlevel=nameg, msg=errMsg(sourcefile, __LINE__))
       end if
    end do

  end subroutine p2g_2d

  !-----------------------------------------------------------------------
  subroutine c2l_1d (bounds, carr, larr, c2l_scale_type)
    !
    ! !DESCRIPTION:
    ! Perfrom subgrid-average from columns to landunits
    ! Averaging is only done for points that are not equal to "spval".
    !
    ! !ARGUMENTS:
    type(bounds_type), intent(in) :: bounds        
    real(r8), intent(in)  :: carr( bounds%begc: )  ! input column array
    real(r8), intent(out) :: larr( bounds%begl: )  ! output landunit array
    character(len=*), intent(in) :: c2l_scale_type ! scale factor type for averaging (see note at top of module)
    !
    ! !LOCAL VARIABLES:
    integer  :: c,l,index                       ! indices
    logical  :: found                              ! temporary for error check
    real(r8) :: scale_c2l(bounds%begc:bounds%endc) ! scale factor for column->landunit mapping
    real(r8) :: sumwt(bounds%begl:bounds%endl)     ! sum of weights
    !------------------------------------------------------------------------

    ! Enforce expected array sizes
    SHR_ASSERT_ALL((ubound(carr) == (/bounds%endc/)), errMsg(sourcefile, __LINE__))
    SHR_ASSERT_ALL((ubound(larr) == (/bounds%endl/)), errMsg(sourcefile, __LINE__))

    if (c2l_scale_type == 'unity') then
       do c = bounds%begc,bounds%endc
          scale_c2l(c) = 1.0_r8
       end do
    else if (c2l_scale_type == 'urbanf') then
       do c = bounds%begc,bounds%endc
          l = col%landunit(c) 
          if (lun%urbpoi(l)) then
             if (col%itype(c) == icol_sunwall) then
                scale_c2l(c) = 3.0 * lun%canyon_hwr(l) 
             else if (col%itype(c) == icol_shadewall) then
                scale_c2l(c) = 3.0 * lun%canyon_hwr(l) 
             else if (col%itype(c) == icol_road_perv .or. col%itype(c) == icol_road_imperv) then
                scale_c2l(c) = 3.0_r8
             else if (col%itype(c) == icol_roof) then
                scale_c2l(c) = 1.0_r8
             end if
          else
             scale_c2l(c) = 1.0_r8
          end if
       end do
    else if (c2l_scale_type == 'urbans') then
       do c = bounds%begc,bounds%endc
          l = col%landunit(c) 
          if (lun%urbpoi(l)) then
             if (col%itype(c) == icol_sunwall) then
                scale_c2l(c) = (3.0 * lun%canyon_hwr(l)) / (2.*lun%canyon_hwr(l) + 1.)
             else if (col%itype(c) == icol_shadewall) then
                scale_c2l(c) = (3.0 * lun%canyon_hwr(l)) / (2.*lun%canyon_hwr(l) + 1.)
             else if (col%itype(c) == icol_road_perv .or. col%itype(c) == icol_road_imperv) then
                scale_c2l(c) = 3.0 / (2.*lun%canyon_hwr(l) + 1.)
             else if (col%itype(c) == icol_roof) then
                scale_c2l(c) = 1.0_r8
             end if
          else
             scale_c2l(c) = 1.0_r8
          end if
       end do
    else
       write(iulog,*)'c2l_1d error: scale type ',c2l_scale_type,' not supported'
       call endrun(msg=errMsg(sourcefile, __LINE__))
    end if

    larr(bounds%begl : bounds%endl) = spval
    sumwt(bounds%begl : bounds%endl) = 0._r8
    do c = bounds%begc,bounds%endc
       if (col%active(c) .and. col%wtlunit(c) /= 0._r8) then
          if (carr(c) /= spval .and. scale_c2l(c) /= spval) then
             l = col%landunit(c)
             if (sumwt(l) == 0._r8) larr(l) = 0._r8
             larr(l) = larr(l) + carr(c) * scale_c2l(c) * col%wtlunit(c)
             sumwt(l) = sumwt(l) + col%wtlunit(c)
          end if
       end if
    end do
    found = .false.
    do l = bounds%begl,bounds%endl
       if (sumwt(l) > 1.0_r8 + 1.e-6_r8) then
          found = .true.
          index = l
       else if (sumwt(l) /= 0._r8) then
          larr(l) = larr(l)/sumwt(l)
       end if
    end do
    if (found) then
       write(iulog,*)'c2l_1d error: sumwt is greater than 1.0 at l= ',index
       call endrun(decomp_index=index, clmlevel=namel, msg=errMsg(sourcefile, __LINE__))
    end if

  end subroutine c2l_1d

  !-----------------------------------------------------------------------
  subroutine c2l_2d (bounds, num2d, carr, larr, c2l_scale_type)
    !
    ! !DESCRIPTION:
    ! Perfrom subgrid-average from columns to landunits
    ! Averaging is only done for points that are not equal to "spval".
    !
    ! !ARGUMENTS:
    type(bounds_type), intent(in) :: bounds            
    integer , intent(in)  :: num2d                     ! size of second dimension
    real(r8), intent(in)  :: carr( bounds%begc: , 1: ) ! input column array
    real(r8), intent(out) :: larr( bounds%begl: , 1: ) ! output landunit array
    character(len=*), intent(in) :: c2l_scale_type     ! scale factor type for averaging (see note at top of module)
    !
    ! !LOCAL VARIABLES:
    integer  :: j,l,c,index                         ! indices
    logical  :: found                                  ! temporary for error check
    real(r8) :: scale_c2l(bounds%begc:bounds%endc)     ! scale factor for column->landunit mapping
    real(r8) :: sumwt(bounds%begl:bounds%endl)         ! sum of weights
    !------------------------------------------------------------------------

    ! Enforce expected array sizes
    SHR_ASSERT_ALL((ubound(carr) == (/bounds%endc, num2d/)), errMsg(sourcefile, __LINE__))
    SHR_ASSERT_ALL((ubound(larr) == (/bounds%endl, num2d/)), errMsg(sourcefile, __LINE__))

    if (c2l_scale_type == 'unity') then
       do c = bounds%begc,bounds%endc
          scale_c2l(c) = 1.0_r8
       end do
    else if (c2l_scale_type == 'urbanf') then
       do c = bounds%begc,bounds%endc
          l = col%landunit(c) 
          if (lun%urbpoi(l)) then
             if (col%itype(c) == icol_sunwall) then
                scale_c2l(c) = 3.0 * lun%canyon_hwr(l) 
             else if (col%itype(c) == icol_shadewall) then
                scale_c2l(c) = 3.0 * lun%canyon_hwr(l) 
             else if (col%itype(c) == icol_road_perv .or. col%itype(c) == icol_road_imperv) then
                scale_c2l(c) = 3.0_r8
             else if (col%itype(c) == icol_roof) then
                scale_c2l(c) = 1.0_r8
             end if
          else
             scale_c2l(c) = 1.0_r8
          end if
       end do
    else if (c2l_scale_type == 'urbans') then
       do c = bounds%begc,bounds%endc
          l = col%landunit(c) 
          if (lun%urbpoi(l)) then
             if (col%itype(c) == icol_sunwall) then
                scale_c2l(c) = (3.0 * lun%canyon_hwr(l)) / (2.*lun%canyon_hwr(l) + 1.)
             else if (col%itype(c) == icol_shadewall) then
                scale_c2l(c) = (3.0 * lun%canyon_hwr(l)) / (2.*lun%canyon_hwr(l) + 1.)
             else if (col%itype(c) == icol_road_perv .or. col%itype(c) == icol_road_imperv) then
                scale_c2l(c) = 3.0 / (2.*lun%canyon_hwr(l) + 1.)
             else if (col%itype(c) == icol_roof) then
                scale_c2l(c) = 1.0_r8
             end if
          else
             scale_c2l(c) = 1.0_r8
          end if
       end do
    else
       write(iulog,*)'c2l_2d error: scale type ',c2l_scale_type,' not supported'
       call endrun(msg=errMsg(sourcefile, __LINE__))
    end if

    larr(bounds%begl : bounds%endl, :) = spval
    do j = 1,num2d
       sumwt(bounds%begl : bounds%endl) = 0._r8
       do c = bounds%begc,bounds%endc
          if (col%active(c) .and. col%wtlunit(c) /= 0._r8) then
             if (carr(c,j) /= spval .and. scale_c2l(c) /= spval) then
                l = col%landunit(c)
                if (sumwt(l) == 0._r8) larr(l,j) = 0._r8
                larr(l,j) = larr(l,j) + carr(c,j) * scale_c2l(c) * col%wtlunit(c)
                sumwt(l) = sumwt(l) + col%wtlunit(c)
             end if
          end if
       end do
       found = .false.
       do l = bounds%begl,bounds%endl
          if (sumwt(l) > 1.0_r8 + 1.e-6_r8) then
             found = .true.
             index = l
          else if (sumwt(l) /= 0._r8) then
             larr(l,j) = larr(l,j)/sumwt(l)
          end if
       end do
       if (found) then
          write(iulog,*)'c2l_2d error: sumwt is greater than 1.0 at l= ',index,' lev= ',j
          call endrun(decomp_index=index, clmlevel=namel, msg=errMsg(sourcefile, __LINE__))
       end if
    end do

  end subroutine c2l_2d

  !-----------------------------------------------------------------------
  subroutine c2g_1d(bounds, carr, garr, c2l_scale_type, l2g_scale_type)
    !
    ! !DESCRIPTION:
    ! Perfrom subgrid-average from columns to gridcells.
    ! Averaging is only done for points that are not equal to "spval".
    !
    ! !ARGUMENTS:
    type(bounds_type), intent(in) :: bounds        
    real(r8), intent(in)  :: carr( bounds%begc: )  ! input column array
    real(r8), intent(out) :: garr( bounds%begg: )  ! output gridcell array
    character(len=*), intent(in) :: c2l_scale_type ! scale factor type for averaging (see note at top of module)
    character(len=*), intent(in) :: l2g_scale_type ! scale factor type for averaging
    !
    ! !LOCAL VARIABLES:
    integer  :: c,l,g,index                     ! indices
    logical  :: found                              ! temporary for error check
    real(r8) :: scale_c2l(bounds%begc:bounds%endc) ! scale factor
    real(r8) :: scale_l2g(bounds%begl:bounds%endl) ! scale factor
    real(r8) :: sumwt(bounds%begg:bounds%endg)     ! sum of weights
    !------------------------------------------------------------------------

    ! Enforce expected array sizes
    SHR_ASSERT_ALL((ubound(carr) == (/bounds%endc/)), errMsg(sourcefile, __LINE__))
    SHR_ASSERT_ALL((ubound(garr) == (/bounds%endg/)), errMsg(sourcefile, __LINE__))

    call build_scale_l2g(bounds, l2g_scale_type, &
         scale_l2g(bounds%begl:bounds%endl))

    if (c2l_scale_type == 'unity') then
       do c = bounds%begc,bounds%endc
          scale_c2l(c) = 1.0_r8
       end do
    else if (c2l_scale_type == 'urbanf') then
       do c = bounds%begc,bounds%endc
          l = col%landunit(c) 
          if (lun%urbpoi(l)) then
             if (col%itype(c) == icol_sunwall) then
                scale_c2l(c) = 3.0 * lun%canyon_hwr(l) 
             else if (col%itype(c) == icol_shadewall) then
                scale_c2l(c) = 3.0 * lun%canyon_hwr(l) 
             else if (col%itype(c) == icol_road_perv .or. col%itype(c) == icol_road_imperv) then
                scale_c2l(c) = 3.0_r8
             else if (col%itype(c) == icol_roof) then
                scale_c2l(c) = 1.0_r8
             end if
          else
             scale_c2l(c) = 1.0_r8
          end if
       end do
    else if (c2l_scale_type == 'urbans') then
       do c = bounds%begc,bounds%endc
          l = col%landunit(c) 
          if (lun%urbpoi(l)) then
             if (col%itype(c) == icol_sunwall) then
                scale_c2l(c) = (3.0 * lun%canyon_hwr(l)) / (2.*lun%canyon_hwr(l) + 1.)
             else if (col%itype(c) == icol_shadewall) then
                scale_c2l(c) = (3.0 * lun%canyon_hwr(l)) / (2.*lun%canyon_hwr(l) + 1.)
             else if (col%itype(c) == icol_road_perv .or. col%itype(c) == icol_road_imperv) then
                scale_c2l(c) = 3.0 / (2.*lun%canyon_hwr(l) + 1.)
             else if (col%itype(c) == icol_roof) then
                scale_c2l(c) = 1.0_r8
             end if
          else
             scale_c2l(c) = 1.0_r8
          end if
       end do
    else
       write(iulog,*)'c2l_1d error: scale type ',c2l_scale_type,' not supported'
       call endrun(msg=errMsg(sourcefile, __LINE__))
    end if

    garr(bounds%begg : bounds%endg) = spval
    sumwt(bounds%begg : bounds%endg) = 0._r8
    do c = bounds%begc,bounds%endc
       if (col%active(c) .and. col%wtgcell(c) /= 0._r8) then
          l = col%landunit(c)
          if (carr(c) /= spval .and. scale_c2l(c) /= spval .and. scale_l2g(l) /= spval) then
             g = col%gridcell(c)
             if (sumwt(g) == 0._r8) garr(g) = 0._r8
             garr(g) = garr(g) + carr(c) * scale_c2l(c) * scale_l2g(l) * col%wtgcell(c)
             sumwt(g) = sumwt(g) + col%wtgcell(c)
          end if
       end if
    end do
    found = .false.
    do g = bounds%begg, bounds%endg
       if (sumwt(g) > 1.0_r8 + 1.e-6_r8) then
          found = .true.
          index = g
       else if (sumwt(g) /= 0._r8) then
          garr(g) = garr(g)/sumwt(g)
       end if
    end do
    if (found) then
       write(iulog,*)'c2g_1d error: sumwt is greater than 1.0 at g= ',index
       call endrun(decomp_index=index, clmlevel=nameg, msg=errMsg(sourcefile, __LINE__))
    end if

  end subroutine c2g_1d

  !-----------------------------------------------------------------------
  subroutine c2g_2d(bounds, num2d, carr, garr, c2l_scale_type, l2g_scale_type)
    !
    ! !DESCRIPTION:
    ! Perfrom subgrid-average from columns to gridcells.
    ! Averaging is only done for points that are not equal to "spval".
    !
    ! !ARGUMENTS:
    type(bounds_type), intent(in) :: bounds            
    integer , intent(in)  :: num2d                     ! size of second dimension
    real(r8), intent(in)  :: carr( bounds%begc: , 1: ) ! input column array
    real(r8), intent(out) :: garr( bounds%begg: , 1: ) ! output gridcell array
    character(len=*), intent(in) :: c2l_scale_type     ! scale factor type for averaging (see note at top of module)
    character(len=*), intent(in) :: l2g_scale_type     ! scale factor type for averaging
    !
    ! !LOCAL VARIABLES:
    integer  :: j,c,g,l,index                       ! indices
    logical  :: found                                  ! temporary for error check
    real(r8) :: scale_c2l(bounds%begc:bounds%endc)     ! scale factor
    real(r8) :: scale_l2g(bounds%begl:bounds%endl)     ! scale factor
    real(r8) :: sumwt(bounds%begg:bounds%endg)         ! sum of weights
    !------------------------------------------------------------------------

    ! Enforce expected array sizes
    SHR_ASSERT_ALL((ubound(carr) == (/bounds%endc, num2d/)), errMsg(sourcefile, __LINE__))
    SHR_ASSERT_ALL((ubound(garr) == (/bounds%endg, num2d/)), errMsg(sourcefile, __LINE__))

    call build_scale_l2g(bounds, l2g_scale_type, &
         scale_l2g(bounds%begl:bounds%endl))

    if (c2l_scale_type == 'unity') then
       do c = bounds%begc,bounds%endc
          scale_c2l(c) = 1.0_r8
       end do
    else if (c2l_scale_type == 'urbanf') then
       do c = bounds%begc,bounds%endc
          l = col%landunit(c) 
          if (lun%urbpoi(l)) then
             if (col%itype(c) == icol_sunwall) then
                scale_c2l(c) = 3.0 * lun%canyon_hwr(l) 
             else if (col%itype(c) == icol_shadewall) then
                scale_c2l(c) = 3.0 * lun%canyon_hwr(l) 
             else if (col%itype(c) == icol_road_perv .or. col%itype(c) == icol_road_imperv) then
                scale_c2l(c) = 3.0_r8
             else if (col%itype(c) == icol_roof) then
                scale_c2l(c) = 1.0_r8
             end if
          else
             scale_c2l(c) = 1.0_r8
          end if
       end do
    else if (c2l_scale_type == 'urbans') then
       do c = bounds%begc,bounds%endc
          l = col%landunit(c) 
          if (lun%urbpoi(l)) then
             if (col%itype(c) == icol_sunwall) then
                scale_c2l(c) = (3.0 * lun%canyon_hwr(l)) / (2.*lun%canyon_hwr(l) + 1.)
             else if (col%itype(c) == icol_shadewall) then
                scale_c2l(c) = (3.0 * lun%canyon_hwr(l)) / (2.*lun%canyon_hwr(l) + 1.)
             else if (col%itype(c) == icol_road_perv .or. col%itype(c) == icol_road_imperv) then
                scale_c2l(c) = 3.0 / (2.*lun%canyon_hwr(l) + 1.)
             else if (col%itype(c) == icol_roof) then
                scale_c2l(c) = 1.0_r8
             end if
          else
             scale_c2l(c) = 1.0_r8
          end if
       end do
    else
       write(iulog,*)'c2g_2d error: scale type ',c2l_scale_type,' not supported'
       call endrun(msg=errMsg(sourcefile, __LINE__))
    end if

    garr(bounds%begg : bounds%endg,:) = spval
    do j = 1,num2d
       sumwt(bounds%begg : bounds%endg) = 0._r8
       do c = bounds%begc,bounds%endc 
          if (col%active(c) .and. col%wtgcell(c) /= 0._r8) then
             l = col%landunit(c)
             if (carr(c,j) /= spval .and. scale_c2l(c) /= spval .and. scale_l2g(l) /= spval) then
                g = col%gridcell(c)
                if (sumwt(g) == 0._r8) garr(g,j) = 0._r8
                garr(g,j) = garr(g,j) + carr(c,j) * scale_c2l(c) * scale_l2g(l) * col%wtgcell(c)
                sumwt(g) = sumwt(g) + col%wtgcell(c)
             end if
          end if
       end do
       found = .false.
       do g = bounds%begg, bounds%endg
          if (sumwt(g) > 1.0_r8 + 1.e-6_r8) then
             found = .true.
             index = g
          else if (sumwt(g) /= 0._r8) then
             garr(g,j) = garr(g,j)/sumwt(g)
          end if
       end do
       if (found) then
          write(iulog,*)'c2g_2d error: sumwt is greater than 1.0 at g= ',index
          call endrun(decomp_index=index, clmlevel=nameg, msg=errMsg(sourcefile, __LINE__))
       end if
    end do

  end subroutine c2g_2d

  !-----------------------------------------------------------------------
  subroutine l2g_1d(bounds, larr, garr, l2g_scale_type)
    !
    ! !DESCRIPTION:
    ! Perfrom subgrid-average from landunits to gridcells.
    ! Averaging is only done for points that are not equal to "spval".
    !
    ! !ARGUMENTS:
    type(bounds_type), intent(in) :: bounds        
    real(r8), intent(in)  :: larr( bounds%begl: )  ! input landunit array
    real(r8), intent(out) :: garr( bounds%begg: )  ! output gridcell array
    character(len=*), intent(in) :: l2g_scale_type ! scale factor type for averaging
    !
    ! !LOCAL VARIABLES:
    integer  :: l,g,index                       ! indices
    logical  :: found                              ! temporary for error check
    real(r8) :: scale_l2g(bounds%begl:bounds%endl) ! scale factor
    real(r8) :: sumwt(bounds%begg:bounds%endg)     ! sum of weights
    !------------------------------------------------------------------------

    ! Enforce expected array sizes
    SHR_ASSERT_ALL((ubound(larr) == (/bounds%endl/)), errMsg(sourcefile, __LINE__))
    SHR_ASSERT_ALL((ubound(garr) == (/bounds%endg/)), errMsg(sourcefile, __LINE__))

    call build_scale_l2g(bounds, l2g_scale_type, &
         scale_l2g(bounds%begl:bounds%endl))

    garr(bounds%begg : bounds%endg) = spval
    sumwt(bounds%begg : bounds%endg) = 0._r8
    do l = bounds%begl,bounds%endl
       if (lun%active(l) .and. lun%wtgcell(l) /= 0._r8) then
          if (larr(l) /= spval .and. scale_l2g(l) /= spval) then
             g = lun%gridcell(l)
             if (sumwt(g) == 0._r8) garr(g) = 0._r8
             garr(g) = garr(g) + larr(l) * scale_l2g(l) * lun%wtgcell(l)
             sumwt(g) = sumwt(g) + lun%wtgcell(l)
          end if
       end if
    end do
    found = .false.
    do g = bounds%begg, bounds%endg
       if (sumwt(g) > 1.0_r8 + 1.e-6_r8) then
          found = .true.
          index = g
       else if (sumwt(g) /= 0._r8) then
          garr(g) = garr(g)/sumwt(g)
       end if
    end do
    if (found) then
       write(iulog,*)'l2g_1d error: sumwt is greater than 1.0 at g= ',index
       call endrun(decomp_index=index, clmlevel=nameg, msg=errMsg(sourcefile, __LINE__))
    end if

  end subroutine l2g_1d

  !-----------------------------------------------------------------------
  subroutine l2g_2d(bounds, num2d, larr, garr, l2g_scale_type)
    !
    ! !DESCRIPTION:
    ! Perfrom subgrid-average from landunits to gridcells.
    ! Averaging is only done for points that are not equal to "spval".
    !
    ! !ARGUMENTS:
    type(bounds_type), intent(in) :: bounds            
    integer , intent(in)  :: num2d                     ! size of second dimension
    real(r8), intent(in)  :: larr( bounds%begl: , 1: ) ! input landunit array
    real(r8), intent(out) :: garr( bounds%begg: , 1: ) ! output gridcell array
    character(len=*), intent(in) :: l2g_scale_type     ! scale factor type for averaging
    !
    ! !LOCAL VARIABLES:
    integer  :: j,g,l,index                         ! indices
    integer  :: max_lu_per_gcell                       ! max landunits per gridcell; on the fly
    logical  :: found                                  ! temporary for error check
    real(r8) :: scale_l2g(bounds%begl:bounds%endl)     ! scale factor
    real(r8) :: sumwt(bounds%begg:bounds%endg)         ! sum of weights
    !------------------------------------------------------------------------

    ! Enforce expected array sizes
    SHR_ASSERT_ALL((ubound(larr) == (/bounds%endl, num2d/)), errMsg(sourcefile, __LINE__))
    SHR_ASSERT_ALL((ubound(garr) == (/bounds%endg, num2d/)), errMsg(sourcefile, __LINE__))

    call build_scale_l2g(bounds, l2g_scale_type, &
         scale_l2g(bounds%begl:bounds%endl))

    garr(bounds%begg : bounds%endg, :) = spval
    do j = 1,num2d
       sumwt(bounds%begg : bounds%endg) = 0._r8
       do l = bounds%begl,bounds%endl
          if (lun%active(l) .and. lun%wtgcell(l) /= 0._r8) then
             if (larr(l,j) /= spval .and. scale_l2g(l) /= spval) then
                g = lun%gridcell(l)
                if (sumwt(g) == 0._r8) garr(g,j) = 0._r8
                garr(g,j) = garr(g,j) + larr(l,j) * scale_l2g(l) * lun%wtgcell(l)
                sumwt(g) = sumwt(g) + lun%wtgcell(l)
             end if
          end if
       end do
       found = .false.
       do g = bounds%begg,bounds%endg
          if (sumwt(g) > 1.0_r8 + 1.e-6_r8) then
             found = .true.
             index= g
          else if (sumwt(g) /= 0._r8) then
             garr(g,j) = garr(g,j)/sumwt(g)
          end if
       end do
       if (found) then
          write(iulog,*)'l2g_2d error: sumwt is greater than 1.0 at g= ',index,' lev= ',j
          call endrun(decomp_index=index, clmlevel=nameg, msg=errMsg(sourcefile, __LINE__))
       end if
    end do

  end subroutine l2g_2d

  !-----------------------------------------------------------------------
  subroutine build_scale_l2g(bounds, l2g_scale_type, scale_l2g)
    !
    ! !DESCRIPTION:
    ! Fill the scale_l2g(bounds%begl:bounds%endl) array with appropriate values for the given l2g_scale_type.
    ! This array can later be used to scale each landunit in forming grid cell averages.
    !
    ! !USES:
    use landunit_varcon, only : max_lunit
    !
    ! !ARGUMENTS:
    type(bounds_type), intent(in) :: bounds                    
    character(len=*), intent(in)  :: l2g_scale_type            ! scale factor type for averaging
    real(r8)        , intent(out) :: scale_l2g( bounds%begl: ) ! scale factor 
    !
    ! !LOCAL VARIABLES:
    real(r8) :: scale_lookup(max_lunit) ! scale factor for each landunit type
    integer  :: l                       ! index
    !-----------------------------------------------------------------------
     
    SHR_ASSERT_ALL((ubound(scale_l2g) == (/bounds%endl/)), errMsg(sourcefile, __LINE__))

    ! TODO(wjs, 2017-03-09) If this routine is a performance problem (which it may be,
    ! because I think it's called a lot), then a simple optimization would be to treat
    ! l2g_scale_type = 'unity' specially, rather than using the more general-purpose code
    ! for this special case.

     call create_scale_l2g_lookup(l2g_scale_type, scale_lookup)

     do l = bounds%begl,bounds%endl
        scale_l2g(l) = scale_lookup(lun%itype(l))
     end do

  end subroutine build_scale_l2g

  !-----------------------------------------------------------------------
  subroutine create_scale_l2g_lookup(l2g_scale_type, scale_lookup)
    ! 
    ! DESCRIPTION:
    ! Create a lookup array, scale_lookup(1..max_lunit), which gives the scale factor for
    ! each landunit type depending on l2g_scale_type
    !
    ! !USES:
    use landunit_varcon, only : istsoil, istcrop, istice_mec, istdlak
    use landunit_varcon, only : isturb_MIN, isturb_MAX, max_lunit
    !
    ! !ARGUMENTS:
    character(len=*), intent(in)  :: l2g_scale_type           ! scale factor type for averaging
    real(r8)        , intent(out) :: scale_lookup(max_lunit)  ! scale factor for each landunit type
    !-----------------------------------------------------------------------

     ! ------------ WJS (10-14-11): IMPORTANT GENERAL NOTES ------------
     !
     ! Since scale_l2g is not currently included in the sumwt accumulations, you need to
     ! be careful about the scale values you use. Values of 1 and spval are safe
     ! (including having multiple landunits with value 1), but only use other values if
     ! you know what you are doing! For example, using a value of 0 is NOT the correct way
     ! to exclude a landunit from the average, because the normalization will be done
     ! incorrectly in this case: instead, use spval to exclude a landunit from the
     ! average. Similarly, using a value of 2 is NOT the correct way to give a landunit
     ! double relative weight in general, because the normalization won't be done
     ! correctly in this case, either.
     !
     ! In the longer-term, I believe that the correct solution to this problem is to
     ! include scale_l2g (and the other scale factors) in the sumwt accumulations
     ! (e.g., sumwt = sumwt + wtgcell * scale_p2c * scale_c2l * scale_l2g), but that
     ! requires some more thought to (1) make sure that is correct, and (2) make sure it
     ! doesn't break the urban scaling.
     !
     ! -----------------------------------------------------------------


     ! Initialize scale_lookup to spval for all landunits. Thus, any landunit that keeps
     ! the default value will be excluded from grid cell averages.
     scale_lookup(:) = spval

     if (l2g_scale_type == 'unity') then
        scale_lookup(:) = 1.0_r8
     else if (l2g_scale_type == 'natveg') then
        scale_lookup(istsoil) = 1.0_r8
     else if (l2g_scale_type == 'veg') then
        scale_lookup(istsoil) = 1.0_r8
        scale_lookup(istcrop) = 1.0_r8
     else if (l2g_scale_type == 'ice') then
        scale_lookup(istice_mec) = 1.0_r8
     else if (l2g_scale_type == 'nonurb') then
        scale_lookup(:) = 1.0_r8
        scale_lookup(isturb_MIN:isturb_MAX) = spval
     else if (l2g_scale_type == 'lake') then
        scale_lookup(istdlak) = 1.0_r8
     else if (l2g_scale_type == 'veg_plus_lake') then
        scale_lookup(istsoil) = 1.0_r8
        scale_lookup(istcrop) = 1.0_r8
        scale_lookup(istdlak) = 1.0_r8
     else
        write(iulog,*)'scale_l2g_lookup_array error: scale type ',l2g_scale_type,' not supported'
        call endrun(msg=errMsg(sourcefile, __LINE__))
     end if

  end subroutine create_scale_l2g_lookup

end module subgridAveMod