C     PROGRAM  TTIDBS(OUTPUT,TAPE6=OUTPUT)                              ID000070
C THIS PROGRAM IS A TEST PROGRAM FOR THE IDBVIP/IDSFFT SUBPRO-          ID000080
C GRAM PACKAGE.  ALL ELEMENTS OF RESULTING DZI1 AND DZI2 ARRAYS         ID000090
C ARE EXPECTED TO BE ZERO.                                              ID000100
C THE LUN CONSTANT IN THE LAST DATA INITIALIZATION STATEMENT IS         ID000110
C THE LOGICAL UNIT NUMBER OF THE STANDARD OUTPUT UNIT AND IS,           ID000120
C THEREFORE, SYSTEM DEPENDENT.                                          ID000130
C DECLARATION STATEMENTS                                                ID000140
      DIMENSION   XD(30),YD(30),ZD(30),                                 ID000150
     1            XI(6),YI(5),ZI(6,5),                                  ID000160
     2            ZI1(6,5),ZI2(6,5),DZI1(6,5),DZI2(6,5),                ID000170
     3            IWK(1030),WK(240)                                     ID000180
      DATA  NCP/4/                                                      ID000190
      DATA  NDP/30/                                                     ID000200
      DATA  XD(1), XD(2), XD(3), XD(4), XD(5), XD(6),                   ID000210
     1      XD(7), XD(8), XD(9), XD(10),XD(11),XD(12),                  ID000220
     2      XD(13),XD(14),XD(15),XD(16),XD(17),XD(18),                  ID000230
     3      XD(19),XD(20),XD(21),XD(22),XD(23),XD(24),                  ID000240
     4      XD(25),XD(26),XD(27),XD(28),XD(29),XD(30)/                  ID000250
     5      11.16, 24.20, 19.85, 10.35, 19.72,  0.00,                   ID000260
     6      20.87, 19.99, 10.28,  4.51,  0.00, 16.70,                   ID000270
     7       6.08, 25.00, 14.90,  0.00,  9.66,  5.22,                   ID000280
     8      11.77, 15.10, 25.00, 25.00, 14.59, 15.20,                   ID000290
     9       5.23,  2.14,  0.51, 25.00, 21.67,  3.31/                   ID000300
      DATA  YD(1), YD(2), YD(3), YD(4), YD(5), YD(6),                   ID000310
     1      YD(7), YD(8), YD(9), YD(10),YD(11),YD(12),                  ID000320
     2      YD(13),YD(14),YD(15),YD(16),YD(17),YD(18),                  ID000330
     3      YD(19),YD(20),YD(21),YD(22),YD(23),YD(24),                  ID000340
     4      YD(25),YD(26),YD(27),YD(28),YD(29),YD(30)/                  ID000350
     5       1.24, 16.23, 10.72,  4.11,  1.39, 20.00,                   ID000360
     6      20.00,  4.62, 15.16, 20.00,  4.48, 19.65,                   ID000370
     7       4.58, 11.87,  3.12,  0.00, 20.00, 14.66,                   ID000380
     8      10.47, 17.19,  3.87,  0.00,  8.71,  0.00,                   ID000390
     9      10.72, 15.03,  8.37, 20.00, 14.36,  0.13/                   ID000400
      DATA  ZD(1), ZD(2), ZD(3), ZD(4), ZD(5), ZD(6),                   ID000410
     1      ZD(7), ZD(8), ZD(9), ZD(10),ZD(11),ZD(12),                  ID000420
     2      ZD(13),ZD(14),ZD(15),ZD(16),ZD(17),ZD(18),                  ID000430
     3      ZD(19),ZD(20),ZD(21),ZD(22),ZD(23),ZD(24),                  ID000440
     4      ZD(25),ZD(26),ZD(27),ZD(28),ZD(29),ZD(30)/                  ID000450
     5      22.15,  2.83,  7.97, 22.33, 16.83, 34.60,                   ID000460
     6       5.74, 14.72, 21.59, 15.61, 61.77,  6.31,                   ID000470
     7      35.74,  4.40, 21.70, 58.20,  4.73, 40.36,                   ID000480
     8      13.62, 12.57,  8.74, 12.00, 14.81, 21.60,                   ID000490
     9      26.50, 53.10, 49.43,  0.60,  5.52, 44.08/                   ID000500
      DATA  NXI/6/, NYI/5/                                              ID000510
      DATA  XI(1), XI(2), XI(3), XI(4), XI(5), XI(6)/                   ID000520
     1       0.00,  5.00, 10.00, 15.00, 20.00, 25.00/                   ID000530
      DATA  YI(1), YI(2), YI(3), YI(4), YI(5)/                          ID000540
     1       0.00,  5.00, 10.00, 15.00, 20.00/                          ID000550
      DATA  ZI(1,1),ZI(2,1),ZI(3,1),ZI(4,1),ZI(5,1),ZI(6,1),            ID000560
     1      ZI(1,2),ZI(2,2),ZI(3,2),ZI(4,2),ZI(5,2),ZI(6,2),            ID000570
     2      ZI(1,3),ZI(2,3),ZI(3,3),ZI(4,3),ZI(5,3),ZI(6,3),            ID000580
     3      ZI(1,4),ZI(2,4),ZI(3,4),ZI(4,4),ZI(5,4),ZI(6,4),            ID000590
     4      ZI(1,5),ZI(2,5),ZI(3,5),ZI(4,5),ZI(5,5),ZI(6,5)/            ID000600
     5      58.20, 39.55, 26.90, 21.71, 17.68, 12.00,                   ID000610
     6      61.58, 39.39, 22.04, 21.29, 14.36,  8.04,                   ID000620
     7      59.18, 27.39, 16.78, 13.25,  8.59,  5.36,                   ID000630
     8      52.82, 40.27, 22.76, 16.61,  7.40,  2.88,                   ID000640
     9      34.60, 14.05,  4.12,  3.17,  6.31,  0.60/                   ID000650
      DATA  LUN/6/                                                      ID000660
C CALCULATION                                                           ID000670
   10 MD=1                                                              ID000680
      DO 12  IYI=1,NYI                                                  ID000690
        DO 11  IXI=1,NXI                                                ID000700
          IF(IXI.NE.1.OR.IYI.NE.1)  MD=2                                ID000710
          CALL IDBVIP(MD,NCP,NDP,XD,YD,ZD,1,XI(IXI),YI(IYI),            ID000720
     1                ZI1(IXI,IYI),IWK,WK)                              ID000730
   11   CONTINUE                                                        ID000740
   12 CONTINUE                                                          ID000750
   15 CALL IDSFFT(1,NCP,NDP,XD,YD,ZD,NXI,NYI,XI,YI,ZI2,IWK,WK)          ID000760
      DO 17  IYI=1,NYI                                                  ID000770
        DO 16  IXI=1,NXI                                                ID000780
          DZI1(IXI,IYI)=ABS(ZI1(IXI,IYI)-ZI(IXI,IYI))                   ID000790
          DZI2(IXI,IYI)=ABS(ZI2(IXI,IYI)-ZI(IXI,IYI))                   ID000800
   16   CONTINUE                                                        ID000810
   17 CONTINUE                                                          ID000820
C PRINTING OF INPUT DATA                                                ID000830
   20 WRITE (LUN,2020)  NDP                                             ID000840
      DO 23  IDP=1,NDP                                                  ID000850
        IF(MOD(IDP,5).EQ.1)    WRITE (LUN,2021)                         ID000860
        WRITE (LUN,2022)  IDP,XD(IDP),YD(IDP),ZD(IDP)                   ID000870
   23 CONTINUE                                                          ID000880
C PRINTING OF OUTPUT RESULTS                                            ID000890
   30 WRITE (LUN,2030)                                                  ID000900
      WRITE (LUN,2031)  YI                                              ID000910
      DO 33  IXI=1,NXI                                                  ID000920
        WRITE (LUN,2032)  XI(IXI),(ZI1(IXI,IYI),IYI=1,NYI)              ID000930
   33 CONTINUE                                                          ID000940
   40 WRITE (LUN,2040)                                                  ID000950
      WRITE (LUN,2031)  YI                                              ID000960
      DO 43  IXI=1,NXI                                                  ID000970
        WRITE (LUN,2032)  XI(IXI),(DZI1(IXI,IYI),IYI=1,NYI)             ID000980
   43 CONTINUE                                                          ID000990
   50 WRITE (LUN,2050)                                                  ID001000
      WRITE (LUN,2031)  YI                                              ID001010
      DO 53  IXI=1,NXI                                                  ID001020
        WRITE (LUN,2032)  XI(IXI),(ZI2(IXI,IYI),IYI=1,NYI)              ID001030
   53 CONTINUE                                                          ID001040
   60 WRITE (LUN,2060)                                                  ID001050
      WRITE (LUN,2031)  YI                                              ID001060
      DO 63  IXI=1,NXI                                                  ID001070
        WRITE (LUN,2032)  XI(IXI),(DZI2(IXI,IYI),IYI=1,NYI)             ID001080
   63 CONTINUE                                                          ID001090
      STOP                                                              ID001100
C FORMAT STATEMENTS                                                     ID001110
 2020 FORMAT(1H1,6HTTIDBS/////3X,10HINPUT DATA,8X,5HNDP =,I3///         ID001120
     1   30H      I      XD     YD     ZD /)                            ID001130
 2021 FORMAT(1X)                                                        ID001140
 2022 FORMAT(5X,I2,2X,3F7.2)                                            ID001150
 2030 FORMAT(1H1,6HTTIDBS/////3X,17HIDBVIP SUBROUTINE///                ID001160
     1   26X,10HZI1(XI,YI))                                             ID001170
 2031 FORMAT(7X,2HXI,4X,3HYI=/12X,5F7.2/)                               ID001180
 2032 FORMAT(1X/1X,F9.2,2X,5F7.2)                                       ID001190
 2040 FORMAT(1X/////3X,10HDIFFERENCE///                                 ID001200
     1   25X,11HDZI1(XI,YI))                                            ID001210
 2050 FORMAT(1H1,6HTTIDBS/////3X,17HIDSFFT SUBROUTINE///                ID001220
     1   26X,10HZI2(XI,YI))                                             ID001230
 2060 FORMAT(1X/////3X,10HDIFFERENCE///                                 ID001240
     1   25X,11HDZI2(XI,YI))                                            ID001250
      END                                                               ID001260
      SUBROUTINE  IDBVIP(MD,NCP,NDP,XD,YD,ZD,NIP,XI,YI,ZI,              ID001340
     1                   IWK,WK)
C THIS SUBROUTINE PERFORMS BIVARIATE INTERPOLATION WHEN THE PRO-
C JECTIONS OF THE DATA POINTS IN THE X-Y PLANE ARE IRREGULARLY
C DISTRIBUTED IN THE PLANE.
C THE INPUT PARAMETERS ARE
C     MD  = MODE OF COMPUTATION (MUST BE 1, 2, OR 3),
C         = 1 FOR NEW NCP AND/OR NEW XD-YD,
C         = 2 FOR OLD NCP, OLD XD-YD, NEW XI-YI,
C         = 3 FOR OLD NCP, OLD XD-YD, OLD XI-YI,
C     NCP = NUMBER OF ADDITIONAL DATA POINTS USED FOR ESTI-
C           MATING PARTIAL DERIVATIVES AT EACH DATA POINT
C           (MUST BE 2 OR GREATER, BUT SMALLER THAN NDP),
C     NDP = NUMBER OF DATA POINTS (MUST BE 4 OR GREATER),
C     XD  = ARRAY OF DIMENSION NDP CONTAINING THE X
C           COORDINATES OF THE DATA POINTS,
C     YD  = ARRAY OF DIMENSION NDP CONTAINING THE Y
C           COORDINATES OF THE DATA POINTS,
C     ZD  = ARRAY OF DIMENSION NDP CONTAINING THE Z
C           COORDINATES OF THE DATA POINTS,
C     NIP = NUMBER OF OUTPUT POINTS AT WHICH INTERPOLATION
C           IS TO BE PERFORMED (MUST BE 1 OR GREATER),
C     XI  = ARRAY OF DIMENSION NIP CONTAINING THE X
C           COORDINATES OF THE OUTPUT POINTS,
C     YI  = ARRAY OF DIMENSION NIP CONTAINING THE Y
C           COORDINATES OF THE OUTPUT POINTS.
C THE OUTPUT PARAMETER IS
C     ZI  = ARRAY OF DIMENSION NIP WHERE INTERPOLATED Z
C           VALUES ARE TO BE STORED.
C THE OTHER PARAMETERS ARE
C     IWK = INTEGER ARRAY OF DIMENSION
C              MAX0(31,27+NCP)*NDP+NIP
C           USED INTERNALLY AS A WORK AREA,
C     WK  = ARRAY OF DIMENSION 8*NDP USED INTERNALLY AS A
C           WORK AREA.
C THE VERY FIRST CALL TO THIS SUBROUTINE AND THE CALL WITH A NEW
C NCP VALUE, A NEW NDP VALUE, AND/OR NEW CONTENTS OF THE XD AND
C YD ARRAYS MUST BE MADE WITH MD=1.  THE CALL WITH MD=2 MUST BE
C PRECEDED BY ANOTHER CALL WITH THE SAME NCP AND NDP VALUES AND
C WITH THE SAME CONTENTS OF THE XD AND YD ARRAYS.  THE CALL WITH
C MD=3 MUST BE PRECEDED BY ANOTHER CALL WITH THE SAME NCP, NDP,
C AND NIP VALUES AND WITH THE SAME CONTENTS OF THE XD, YD, XI,
C AND YI ARRAYS.  BETWEEN THE CALL WITH MD=2 OR MD=3 AND ITS
C PRECEDING CALL, THE IWK AND WK ARRAYS MUST NOT BE DISTURBED.
C USE OF A VALUE BETWEEN 3 AND 5 (INCLUSIVE) FOR NCP IS RECOM-
C MENDED UNLESS THERE ARE EVIDENCES THAT DICTATE OTHERWISE.
C THE LUN CONSTANT IN THE DATA INITIALIZATION STATEMENT IS THE
C LOGICAL UNIT NUMBER OF THE STANDARD OUTPUT UNIT AND IS,
C THEREFORE, SYSTEM DEPENDENT.
C THIS SUBROUTINE CALLS THE IDCLDP, IDLCTN, IDPDRV, IDPTIP, AND
C IDTANG SUBROUTINES.
C DECLARATION STATEMENTS
      DIMENSION   XD(100),YD(100),ZD(100),XI(1000),YI(1000),
     1            ZI(1000),IWK(4100),WK(800)
      COMMON/IDLC/NIT
      COMMON/IDPI/ITPV
      DATA  LUN/6/
C SETTING OF SOME INPUT PARAMETERS TO LOCAL VARIABLES.
C (FOR MD=1,2,3)
   10 MD0=MD
      NCP0=NCP
      NDP0=NDP
      NIP0=NIP
C ERROR CHECK.  (FOR MD=1,2,3)
   20 IF(MD0.LT.1.OR.MD0.GT.3)           GO TO 90
      IF(NCP0.LT.2.OR.NCP0.GE.NDP0)      GO TO 90
      IF(NDP0.LT.4)                      GO TO 90
      IF(NIP0.LT.1)                      GO TO 90
      IF(MD0.GE.2)        GO TO 21
      IWK(1)=NCP0
      IWK(2)=NDP0
      GO TO 22
   21 NCPPV=IWK(1)
      NDPPV=IWK(2)
      IF(NCP0.NE.NCPPV)   GO TO 90
      IF(NDP0.NE.NDPPV)   GO TO 90
   22 IF(MD0.GE.3)        GO TO 23
      IWK(3)=NIP
      GO TO 30
   23 NIPPV=IWK(3)
      IF(NIP0.NE.NIPPV)   GO TO 90
C ALLOCATION OF STORAGE AREAS IN THE IWK ARRAY.  (FOR MD=1,2,3)
   30 JWIPT=16
      JWIWL=6*NDP0+1
      JWIWK=JWIWL
      JWIPL=24*NDP0+1
      JWIWP=30*NDP0+1
      JWIPC=27*NDP0+1
      JWIT0=MAX0(31,27+NCP0)*NDP0
C TRIANGULATES THE X-Y PLANE.  (FOR MD=1)
   40 IF(MD0.GT.1)   GO TO 50
      CALL IDTANG(NDP0,XD,YD,NT,IWK(JWIPT),NL,IWK(JWIPL),
     1            IWK(JWIWL),IWK(JWIWP),WK)
      IWK(5)=NT
      IWK(6)=NL
      IF(NT.EQ.0)    RETURN
C DETERMINES NCP POINTS CLOSEST TO EACH DATA POINT.  (FOR MD=1)
   50 IF(MD0.GT.1)   GO TO 60
      CALL IDCLDP(NDP0,XD,YD,NCP0,IWK(JWIPC))
      IF(IWK(JWIPC).EQ.0)      RETURN
C LOCATES ALL POINTS AT WHICH INTERPOLATION IS TO BE PERFORMED.
C (FOR MD=1,2)
   60 IF(MD0.EQ.3)   GO TO 70
      NIT=0
      JWIT=JWIT0
      DO 61  IIP=1,NIP0
        JWIT=JWIT+1
        CALL IDLCTN(NDP0,XD,YD,NT,IWK(JWIPT),NL,IWK(JWIPL),
     1            XI(IIP),YI(IIP),IWK(JWIT),IWK(JWIWK),WK)
   61 CONTINUE
C ESTIMATES PARTIAL DERIVATIVES AT ALL DATA POINTS.
C (FOR MD=1,2,3)
   70 CALL IDPDRV(NDP0,XD,YD,ZD,NCP0,IWK(JWIPC),WK)
C INTERPOLATES THE ZI VALUES.  (FOR MD=1,2,3)
   80 ITPV=0
      JWIT=JWIT0
      DO 81  IIP=1,NIP0
        JWIT=JWIT+1
        CALL IDPTIP(XD,YD,ZD,NT,IWK(JWIPT),NL,IWK(JWIPL),WK,
     1              IWK(JWIT),XI(IIP),YI(IIP),ZI(IIP))
   81 CONTINUE
      RETURN
C ERROR EXIT
   90 WRITE (LUN,2090) MD0,NCP0,NDP0,NIP0
      RETURN
C FORMAT STATEMENT FOR ERROR MESSAGE
 2090 FORMAT(1X/41H ***   IMPROPER INPUT PARAMETER VALUE(S)./
     1   7H   MD =,I4,10X,5HNCP =,I6,10X,5HNDP =,I6,
     2   10X,5HNIP =,I6/
     3   35H ERROR DETECTED IN ROUTINE   IDBVIP/)
      END
      SUBROUTINE  IDCLDP(NDP,XD,YD,NCP,IPC)                             ID002720
C THIS SUBROUTINE SELECTS SEVERAL DATA POINTS THAT ARE CLOSEST
C TO EACH OF THE DATA POINT.
C THE INPUT PARAMETERS ARE
C     NDP = NUMBER OF DATA POINTS,
C     XD,YD = ARRAYS OF DIMENSION NDP CONTAINING THE X AND Y
C           COORDINATES OF THE DATA POINTS,
C     NCP = NUMBER OF DATA POINTS CLOSEST TO EACH DATA
C           POINTS.
C THE OUTPUT PARAMETER IS
C     IPC = INTEGER ARRAY OF DIMENSION NCP*NDP, WHERE THE
C           POINT NUMBERS OF NCP DATA POINTS CLOSEST TO
C           EACH OF THE NDP DATA POINTS ARE TO BE STORED.
C THIS SUBROUTINE ARBITRARILY SETS A RESTRICTION THAT NCP MUST
C NOT EXCEED 25.
C THE LUN CONSTANT IN THE DATA INITIALIZATION STATEMENT IS THE
C LOGICAL UNIT NUMBER OF THE STANDARD OUTPUT UNIT AND IS,
C THEREFORE, SYSTEM DEPENDENT.
C DECLARATION STATEMENTS
      DIMENSION   XD(100),YD(100),IPC(400)
      DIMENSION   DSQ0(25),IPC0(25)
      DATA  NCPMX/25/, LUN/6/
C STATEMENT FUNCTION
      DSQF(U1,V1,U2,V2)=(U2-U1)**2+(V2-V1)**2
C PRELIMINARY PROCESSING
   10 NDP0=NDP
      NCP0=NCP
      IF(NDP0.LT.2)  GO TO 90
      IF(NCP0.LT.1.OR.NCP0.GT.NCPMX.OR.NCP0.GE.NDP0)    GO TO 90
C CALCULATION
   20 DO 59  IP1=1,NDP0
C - SELECTS NCP POINTS.
        X1=XD(IP1)
        Y1=YD(IP1)
        J1=0
        DSQMX=0.0
        DO 22  IP2=1,NDP0
          IF(IP2.EQ.IP1)  GO TO 22
          DSQI=DSQF(X1,Y1,XD(IP2),YD(IP2))
          J1=J1+1
          DSQ0(J1)=DSQI
          IPC0(J1)=IP2
          IF(DSQI.LE.DSQMX)    GO TO 21
          DSQMX=DSQI
          JMX=J1
   21     IF(J1.GE.NCP0)  GO TO 23
   22   CONTINUE
   23   IP2MN=IP2+1
        IF(IP2MN.GT.NDP0)      GO TO 30
        DO 25  IP2=IP2MN,NDP0
          IF(IP2.EQ.IP1)  GO TO 25
          DSQI=DSQF(X1,Y1,XD(IP2),YD(IP2))
          IF(DSQI.GE.DSQMX)    GO TO 25
          DSQ0(JMX)=DSQI
          IPC0(JMX)=IP2
          DSQMX=0.0
          DO 24  J1=1,NCP0
            IF(DSQ0(J1).LE.DSQMX)   GO TO 24
            DSQMX=DSQ0(J1)
            JMX=J1
   24     CONTINUE
   25   CONTINUE
C - CHECKS IF ALL THE NCP+1 POINTS ARE COLLINEAR.
   30   IP2=IPC0(1)
        DX12=XD(IP2)-X1
        DY12=YD(IP2)-Y1
        DO 31  J3=2,NCP0
          IP3=IPC0(J3)
          DX13=XD(IP3)-X1
          DY13=YD(IP3)-Y1
          IF((DY13*DX12-DX13*DY12).NE.0.0)    GO TO 50
   31   CONTINUE
C - SEARCHES FOR THE CLOSEST NONCOLLINEAR POINT.
   40   NCLPT=0
        DO 43  IP3=1,NDP0
          IF(IP3.EQ.IP1)       GO TO 43
          DO 41  J4=1,NCP0
            IF(IP3.EQ.IPC0(J4))     GO TO 43
   41     CONTINUE
          DX13=XD(IP3)-X1
          DY13=YD(IP3)-Y1
          IF((DY13*DX12-DX13*DY12).EQ.0.0)    GO TO 43
          DSQI=DSQF(X1,Y1,XD(IP3),YD(IP3))
          IF(NCLPT.EQ.0)       GO TO 42
          IF(DSQI.GE.DSQMN)    GO TO 43
   42     NCLPT=1
          DSQMN=DSQI
          IP3MN=IP3
   43   CONTINUE
        IF(NCLPT.EQ.0)    GO TO 91
        DSQMX=DSQMN
        IPC0(JMX)=IP3MN
C - REPLACES THE LOCAL ARRAY FOR THE OUTPUT ARRAY.
   50   J1=(IP1-1)*NCP0
        DO 51  J2=1,NCP0
          J1=J1+1
          IPC(J1)=IPC0(J2)
   51   CONTINUE
   59 CONTINUE
      RETURN
C ERROR EXIT
   90 WRITE (LUN,2090)
      GO TO 92
   91 WRITE (LUN,2091)
   92 WRITE (LUN,2092)  NDP0,NCP0
      IPC(1)=0
      RETURN
C FORMAT STATEMENTS FOR ERROR MESSAGES
 2090 FORMAT(1X/41H ***   IMPROPER INPUT PARAMETER VALUE(S).)
 2091 FORMAT(1X/33H ***   ALL COLLINEAR DATA POINTS.)
 2092 FORMAT(8H   NDP =,I5,5X,5HNCP =,I5/
     1   35H ERROR DETECTED IN ROUTINE   IDCLDP/)
      END
      SUBROUTINE IDGRID(XD, YD, NT, IPT, NL, IPL, NXI, NYI, XI, YI,     IDG   10
     *  NGP, IGP)
C THIS SUBROUTINE ORGANIZES GRID POINTS FOR SURFACE FITTING BY
C SORTING THEM IN ASCENDING ORDER OF TRIANGLE NUMBERS AND OF THE
C BORDER LINE SEGMENT NUMBER.
C THE INPUT PARAMETERS ARE
C     XD,YD = ARRAYS OF DIMENSION NDP CONTAINING THE X AND Y
C           COORDINATES OF THE DATA POINTS, WHERE NDP IS THE
C           NUMBER OF THE DATA POINTS,
C     NT  = NUMBER OF TRIANGLES,
C     IPT = INTEGER ARRAY OF DIMENSION 3*NT CONTAINING THE
C           POINT NUMBERS OF THE VERTEXES OF THE TRIANGLES,
C     NL  = NUMBER OF BORDER LINE SEGMENTS,
C     IPL = INTEGER ARRAY OF DIMENSION 3*NL CONTAINING THE
C           POINT NUMBERS OF THE END POINTS OF THE BORDER
C           LINE SEGMENTS AND THEIR RESPECTIVE TRIANGLE
C           NUMBERS,
C     NXI = NUMBER OF GRID POINTS IN THE X COORDINATE,
C     NYI = NUMBER OF GRID POINTS IN THE Y COORDINATE,
C     XI,YI = ARRAYS OF DIMENSION NXI AND NYI CONTAINING
C           THE X AND Y COORDINATES OF THE GRID POINTS,
C           RESPECTIVELY.
C THE OUTPUT PARAMETERS ARE
C     NGP = INTEGER ARRAY OF DIMENSION 2*(NT+2*NL) WHERE THE
C           NUMBER OF GRID POINTS THAT BELONG TO EACH OF THE
C           TRIANGLES OR OF THE BORDER LINE SEGMENTS ARE TO
C           BE STORED,
C     IGP = INTEGER ARRAY OF DIMENSION NXI*NYI WHERE THE
C           GRID POINT NUMBERS ARE TO BE STORED IN ASCENDING
C           ORDER OF THE TRIANGLE NUMBER AND THE BORDER LINE
C           SEGMENT NUMBER.
C DECLARATION STATEMENTS
      DIMENSION XD(100), YD(100), IPT(585), IPL(300), XI(101),
     *  YI(101), NGP(800), IGP(10201)
C STATEMENT FUNCTIONS
      SIDE(U1,V1,U2,V2,U3,V3) = (U1-U3)*(V2-V3) - (V1-V3)*(U2-U3)
      SPDT(U1,V1,U2,V2,U3,V3) = (U1-U2)*(U3-U2) + (V1-V2)*(V3-V2)
C PRELIMINARY PROCESSING
      NT0 = NT
      NL0 = NL
      NXI0 = NXI
      NYI0 = NYI
      NXINYI = NXI0*NYI0
      XIMN = AMIN1(XI(1),XI(NXI0))
      XIMX = AMAX1(XI(1),XI(NXI0))
      YIMN = AMIN1(YI(1),YI(NYI0))
      YIMX = AMAX1(YI(1),YI(NYI0))
C DETERMINES GRID POINTS INSIDE THE DATA AREA.
      JNGP0 = 0
      JNGP1 = 2*(NT0+2*NL0) + 1
      JIGP0 = 0
      JIGP1 = NXINYI + 1
      DO 160 IT0=1,NT0
        NGP0 = 0
        NGP1 = 0
        IT0T3 = IT0*3
        IP1 = IPT(IT0T3-2)
        IP2 = IPT(IT0T3-1)
        IP3 = IPT(IT0T3)
        X1 = XD(IP1)
        Y1 = YD(IP1)
        X2 = XD(IP2)
        Y2 = YD(IP2)
        X3 = XD(IP3)
        Y3 = YD(IP3)
        XMN = AMIN1(X1,X2,X3)
        XMX = AMAX1(X1,X2,X3)
        YMN = AMIN1(Y1,Y2,Y3)
        YMX = AMAX1(Y1,Y2,Y3)
        INSD = 0
        DO 20 IXI=1,NXI0
          IF (XI(IXI).GE.XMN .AND. XI(IXI).LE.XMX) GO TO 10
          IF (INSD.EQ.0) GO TO 20
          IXIMX = IXI - 1
          GO TO 30
   10     IF (INSD.EQ.1) GO TO 20
          INSD = 1
          IXIMN = IXI
   20   CONTINUE
        IF (INSD.EQ.0) GO TO 150
        IXIMX = NXI0
   30   DO 140 IYI=1,NYI0
          YII = YI(IYI)
          IF (YII.LT.YMN .OR. YII.GT.YMX) GO TO 140
          DO 130 IXI=IXIMN,IXIMX
            XII = XI(IXI)
            L = 0
            IF (SIDE(X1,Y1,X2,Y2,XII,YII)) 130, 40, 50
   40       L = 1
   50       IF (SIDE(X2,Y2,X3,Y3,XII,YII)) 130, 60, 70
   60       L = 1
   70       IF (SIDE(X3,Y3,X1,Y1,XII,YII)) 130, 80, 90
   80       L = 1
   90       IZI = NXI0*(IYI-1) + IXI
            IF (L.EQ.1) GO TO 100
            NGP0 = NGP0 + 1
            JIGP0 = JIGP0 + 1
            IGP(JIGP0) = IZI
            GO TO 130
  100       IF (JIGP1.GT.NXINYI) GO TO 120
            DO 110 JIGP1I=JIGP1,NXINYI
              IF (IZI.EQ.IGP(JIGP1I)) GO TO 130
  110       CONTINUE
  120       NGP1 = NGP1 + 1
            JIGP1 = JIGP1 - 1
            IGP(JIGP1) = IZI
  130     CONTINUE
  140   CONTINUE
  150   JNGP0 = JNGP0 + 1
        NGP(JNGP0) = NGP0
        JNGP1 = JNGP1 - 1
        NGP(JNGP1) = NGP1
  160 CONTINUE
C DETERMINES GRID POINTS OUTSIDE THE DATA AREA.
C - IN SEMI-INFINITE RECTANGULAR AREA.
      DO 450 IL0=1,NL0
        NGP0 = 0
        NGP1 = 0
        IL0T3 = IL0*3
        IP1 = IPL(IL0T3-2)
        IP2 = IPL(IL0T3-1)
        X1 = XD(IP1)
        Y1 = YD(IP1)
        X2 = XD(IP2)
        Y2 = YD(IP2)
        XMN = XIMN
        XMX = XIMX
        YMN = YIMN
        YMX = YIMX
        IF (Y2.GE.Y1) XMN = AMIN1(X1,X2)
        IF (Y2.LE.Y1) XMX = AMAX1(X1,X2)
        IF (X2.LE.X1) YMN = AMIN1(Y1,Y2)
        IF (X2.GE.X1) YMX = AMAX1(Y1,Y2)
        INSD = 0
        DO 180 IXI=1,NXI0
          IF (XI(IXI).GE.XMN .AND. XI(IXI).LE.XMX) GO TO 170
          IF (INSD.EQ.0) GO TO 180
          IXIMX = IXI - 1
          GO TO 190
  170     IF (INSD.EQ.1) GO TO 180
          INSD = 1
          IXIMN = IXI
  180   CONTINUE
        IF (INSD.EQ.0) GO TO 310
        IXIMX = NXI0
  190   DO 300 IYI=1,NYI0
          YII = YI(IYI)
          IF (YII.LT.YMN .OR. YII.GT.YMX) GO TO 300
          DO 290 IXI=IXIMN,IXIMX
            XII = XI(IXI)
            L = 0
            IF (SIDE(X1,Y1,X2,Y2,XII,YII)) 210, 200, 290
  200       L = 1
  210       IF (SPDT(X2,Y2,X1,Y1,XII,YII)) 290, 220, 230
  220       L = 1
  230       IF (SPDT(X1,Y1,X2,Y2,XII,YII)) 290, 240, 250
  240       L = 1
  250       IZI = NXI0*(IYI-1) + IXI
            IF (L.EQ.1) GO TO 260
            NGP0 = NGP0 + 1
            JIGP0 = JIGP0 + 1
            IGP(JIGP0) = IZI
            GO TO 290
  260       IF (JIGP1.GT.NXINYI) GO TO 280
            DO 270 JIGP1I=JIGP1,NXINYI
              IF (IZI.EQ.IGP(JIGP1I)) GO TO 290
  270       CONTINUE
  280       NGP1 = NGP1 + 1
            JIGP1 = JIGP1 - 1
            IGP(JIGP1) = IZI
  290     CONTINUE
  300   CONTINUE
  310   JNGP0 = JNGP0 + 1
        NGP(JNGP0) = NGP0
        JNGP1 = JNGP1 - 1
        NGP(JNGP1) = NGP1
C - IN SEMI-INFINITE TRIANGULAR AREA.
        NGP0 = 0
        NGP1 = 0
        ILP1 = MOD(IL0,NL0) + 1
        ILP1T3 = ILP1*3
        IP3 = IPL(ILP1T3-1)
        X3 = XD(IP3)
        Y3 = YD(IP3)
        XMN = XIMN
        XMX = XIMX
        YMN = YIMN
        YMX = YIMX
        IF (Y3.GE.Y2 .AND. Y2.GE.Y1) XMN = X2
        IF (Y3.LE.Y2 .AND. Y2.LE.Y1) XMX = X2
        IF (X3.LE.X2 .AND. X2.LE.X1) YMN = Y2
        IF (X3.GE.X2 .AND. X2.GE.X1) YMX = Y2
        INSD = 0
        DO 330 IXI=1,NXI0
          IF (XI(IXI).GE.XMN .AND. XI(IXI).LE.XMX) GO TO 320
          IF (INSD.EQ.0) GO TO 330
          IXIMX = IXI - 1
          GO TO 340
  320     IF (INSD.EQ.1) GO TO 330
          INSD = 1
          IXIMN = IXI
  330   CONTINUE
        IF (INSD.EQ.0) GO TO 440
        IXIMX = NXI0
  340   DO 430 IYI=1,NYI0
          YII = YI(IYI)
          IF (YII.LT.YMN .OR. YII.GT.YMX) GO TO 430
          DO 420 IXI=IXIMN,IXIMX
            XII = XI(IXI)
            L = 0
            IF (SPDT(X1,Y1,X2,Y2,XII,YII)) 360, 350, 420
  350       L = 1
  360       IF (SPDT(X3,Y3,X2,Y2,XII,YII)) 380, 370, 420
  370       L = 1
  380       IZI = NXI0*(IYI-1) + IXI
            IF (L.EQ.1) GO TO 390
            NGP0 = NGP0 + 1
            JIGP0 = JIGP0 + 1
            IGP(JIGP0) = IZI
            GO TO 420
  390       IF (JIGP1.GT.NXINYI) GO TO 410
            DO 400 JIGP1I=JIGP1,NXINYI
              IF (IZI.EQ.IGP(JIGP1I)) GO TO 420
  400       CONTINUE
  410       NGP1 = NGP1 + 1
            JIGP1 = JIGP1 - 1
            IGP(JIGP1) = IZI
  420     CONTINUE
  430   CONTINUE
  440   JNGP0 = JNGP0 + 1
        NGP(JNGP0) = NGP0
        JNGP1 = JNGP1 - 1
        NGP(JNGP1) = NGP1
  450 CONTINUE
      RETURN
      END
      SUBROUTINE IDLCTN(NDP, XD, YD, NT, IPT, NL, IPL, XII, YII, ITI,   IDL   10
     *  IWK, WK)
C THIS SUBROUTINE LOCATES A POINT, I.E., DETERMINES TO WHAT TRI-
C ANGLE A GIVEN POINT (XII,YII) BELONGS.  WHEN THE GIVEN POINT
C DOES NOT LIE INSIDE THE DATA AREA, THIS SUBROUTINE DETERMINES
C THE BORDER LINE SEGMENT WHEN THE POINT LIES IN AN OUTSIDE
C RECTANGULAR AREA, AND TWO BORDER LINE SEGMENTS WHEN THE POINT
C LIES IN AN OUTSIDE TRIANGULAR AREA.
C THE INPUT PARAMETERS ARE
C     NDP = NUMBER OF DATA POINTS,
C     XD,YD = ARRAYS OF DIMENSION NDP CONTAINING THE X AND Y
C           COORDINATES OF THE DATA POINTS,
C     NT  = NUMBER OF TRIANGLES,
C     IPT = INTEGER ARRAY OF DIMENSION 3*NT CONTAINING THE
C           POINT NUMBERS OF THE VERTEXES OF THE TRIANGLES,
C     NL  = NUMBER OF BORDER LINE SEGMENTS,
C     IPL = INTEGER ARRAY OF DIMENSION 3*NL CONTAINING THE
C           POINT NUMBERS OF THE END POINTS OF THE BORDER
C           LINE SEGMENTS AND THEIR RESPECTIVE TRIANGLE
C           NUMBERS,
C     XII,YII = X AND Y COORDINATES OF THE POINT TO BE
C           LOCATED.
C THE OUTPUT PARAMETER IS
C     ITI = TRIANGLE NUMBER, WHEN THE POINT IS INSIDE THE
C           DATA AREA, OR
C           TWO BORDER LINE SEGMENT NUMBERS, IL1 AND IL2,
C           CODED TO IL1*(NT+NL)+IL2, WHEN THE POINT IS
C           OUTSIDE THE DATA AREA.
C THE OTHER PARAMETERS ARE
C     IWK = INTEGER ARRAY OF DIMENSION 18*NDP USED INTER-
C           NALLY AS A WORK AREA,
C     WK  = ARRAY OF DIMENSION 8*NDP USED INTERNALLY AS A
C           WORK AREA.
C DECLARATION STATEMENTS
      DIMENSION XD(100), YD(100), IPT(585), IPL(300), IWK(1800),
     *  WK(800)
      DIMENSION NTSC(9), IDSC(9)
      COMMON /IDLC/ NIT
C STATEMENT FUNCTIONS
      SIDE(U1,V1,U2,V2,U3,V3) = (U1-U3)*(V2-V3) - (V1-V3)*(U2-U3)
      SPDT(U1,V1,U2,V2,U3,V3) = (U1-U2)*(U3-U2) + (V1-V2)*(V3-V2)
C PRELIMINARY PROCESSING
      NDP0 = NDP
      NT0 = NT
      NL0 = NL
      NTL = NT0 + NL0
      X0 = XII
      Y0 = YII
C PROCESSING FOR A NEW SET OF DATA POINTS
      IF (NIT.NE.0) GO TO 80
      NIT = 1
C - DIVIDES THE X-Y PLANE INTO NINE RECTANGULAR SECTIONS.
      XMN = XD(1)
      XMX = XMN
      YMN = YD(1)
      YMX = YMN
      DO 10 IDP=2,NDP0
        XI = XD(IDP)
        YI = YD(IDP)
        XMN = AMIN1(XI,XMN)
        XMX = AMAX1(XI,XMX)
        YMN = AMIN1(YI,YMN)
        YMX = AMAX1(YI,YMX)
   10 CONTINUE
      XS1 = (XMN+XMN+XMX)/3.0
      XS2 = (XMN+XMX+XMX)/3.0
      YS1 = (YMN+YMN+YMX)/3.0
      YS2 = (YMN+YMX+YMX)/3.0
C - DETERMINES AND STORES IN THE IWK ARRAY TRIANGLE NUMBERS OF
C - THE TRIANGLES ASSOCIATED WITH EACH OF THE NINE SECTIONS.
      DO 20 ISC=1,9
        NTSC(ISC) = 0
        IDSC(ISC) = 0
   20 CONTINUE
      IT0T3 = 0
      JWK = 0
      DO 70 IT0=1,NT0
        IT0T3 = IT0T3 + 3
        I1 = IPT(IT0T3-2)
        I2 = IPT(IT0T3-1)
        I3 = IPT(IT0T3)
        XMN = AMIN1(XD(I1),XD(I2),XD(I3))
        XMX = AMAX1(XD(I1),XD(I2),XD(I3))
        YMN = AMIN1(YD(I1),YD(I2),YD(I3))
        YMX = AMAX1(YD(I1),YD(I2),YD(I3))
        IF (YMN.GT.YS1) GO TO 30
        IF (XMN.LE.XS1) IDSC(1) = 1
        IF (XMX.GE.XS1 .AND. XMN.LE.XS2) IDSC(2) = 1
        IF (XMX.GE.XS2) IDSC(3) = 1
   30   IF (YMX.LT.YS1 .OR. YMN.GT.YS2) GO TO 40
        IF (XMN.LE.XS1) IDSC(4) = 1
        IF (XMX.GE.XS1 .AND. XMN.LE.XS2) IDSC(5) = 1
        IF (XMX.GE.XS2) IDSC(6) = 1
   40   IF (YMX.LT.YS2) GO TO 50
        IF (XMN.LE.XS1) IDSC(7) = 1
        IF (XMX.GE.XS1 .AND. XMN.LE.XS2) IDSC(8) = 1
        IF (XMX.GE.XS2) IDSC(9) = 1
   50   DO 60 ISC=1,9
          IF (IDSC(ISC).EQ.0) GO TO 60
          JIWK = 9*NTSC(ISC) + ISC
          IWK(JIWK) = IT0
          NTSC(ISC) = NTSC(ISC) + 1
          IDSC(ISC) = 0
   60   CONTINUE
C - STORES IN THE WK ARRAY THE MINIMUM AND MAXIMUM OF THE X AND
C - Y COORDINATE VALUES FOR EACH OF THE TRIANGLE.
        JWK = JWK + 4
        WK(JWK-3) = XMN
        WK(JWK-2) = XMX
        WK(JWK-1) = YMN
        WK(JWK) = YMX
   70 CONTINUE
      GO TO 110
C CHECKS IF IN THE SAME TRIANGLE AS PREVIOUS.
   80 IT0 = ITIPV
      IF (IT0.GT.NT0) GO TO 90
      IT0T3 = IT0*3
      IP1 = IPT(IT0T3-2)
      X1 = XD(IP1)
      Y1 = YD(IP1)
      IP2 = IPT(IT0T3-1)
      X2 = XD(IP2)
      Y2 = YD(IP2)
      IF (SIDE(X1,Y1,X2,Y2,X0,Y0).LT.0.0) GO TO 110
      IP3 = IPT(IT0T3)
      X3 = XD(IP3)
      Y3 = YD(IP3)
      IF (SIDE(X2,Y2,X3,Y3,X0,Y0).LT.0.0) GO TO 110
      IF (SIDE(X3,Y3,X1,Y1,X0,Y0).LT.0.0) GO TO 110
      GO TO 170
C CHECKS IF ON THE SAME BORDER LINE SEGMENT.
   90 IL1 = IT0/NTL
      IL2 = IT0 - IL1*NTL
      IL1T3 = IL1*3
      IP1 = IPL(IL1T3-2)
      X1 = XD(IP1)
      Y1 = YD(IP1)
      IP2 = IPL(IL1T3-1)
      X2 = XD(IP2)
      Y2 = YD(IP2)
      IF (IL2.NE.IL1) GO TO 100
      IF (SPDT(X1,Y1,X2,Y2,X0,Y0).LT.0.0) GO TO 110
      IF (SPDT(X2,Y2,X1,Y1,X0,Y0).LT.0.0) GO TO 110
      IF (SIDE(X1,Y1,X2,Y2,X0,Y0).GT.0.0) GO TO 110
      GO TO 170
C CHECKS IF BETWEEN THE SAME TWO BORDER LINE SEGMENTS.
  100 IF (SPDT(X1,Y1,X2,Y2,X0,Y0).GT.0.0) GO TO 110
      IP3 = IPL(3*IL2-1)
      X3 = XD(IP3)
      Y3 = YD(IP3)
      IF (SPDT(X3,Y3,X2,Y2,X0,Y0).LE.0.0) GO TO 170
C LOCATES INSIDE THE DATA AREA.
C - DETERMINES THE SECTION IN WHICH THE POINT IN QUESTION LIES.
  110 ISC = 1
      IF (X0.GE.XS1) ISC = ISC + 1
      IF (X0.GE.XS2) ISC = ISC + 1
      IF (Y0.GE.YS1) ISC = ISC + 3
      IF (Y0.GE.YS2) ISC = ISC + 3
C - SEARCHES THROUGH THE TRIANGLES ASSOCIATED WITH THE SECTION.
      NTSCI = NTSC(ISC)
      IF (NTSCI.LE.0) GO TO 130
      JIWK = -9 + ISC
      DO 120 ITSC=1,NTSCI
        JIWK = JIWK + 9
        IT0 = IWK(JIWK)
        JWK = IT0*4
        IF (X0.LT.WK(JWK-3)) GO TO 120
        IF (X0.GT.WK(JWK-2)) GO TO 120
        IF (Y0.LT.WK(JWK-1)) GO TO 120
        IF (Y0.GT.WK(JWK)) GO TO 120
        IT0T3 = IT0*3
        IP1 = IPT(IT0T3-2)
        X1 = XD(IP1)
        Y1 = YD(IP1)
        IP2 = IPT(IT0T3-1)
        X2 = XD(IP2)
        Y2 = YD(IP2)
        IF (SIDE(X1,Y1,X2,Y2,X0,Y0).LT.0.0) GO TO 120
        IP3 = IPT(IT0T3)
        X3 = XD(IP3)
        Y3 = YD(IP3)
        IF (SIDE(X2,Y2,X3,Y3,X0,Y0).LT.0.0) GO TO 120
        IF (SIDE(X3,Y3,X1,Y1,X0,Y0).LT.0.0) GO TO 120
        GO TO 170
  120 CONTINUE
C LOCATES OUTSIDE THE DATA AREA.
  130 DO 150 IL1=1,NL0
        IL1T3 = IL1*3
        IP1 = IPL(IL1T3-2)
        X1 = XD(IP1)
        Y1 = YD(IP1)
        IP2 = IPL(IL1T3-1)
        X2 = XD(IP2)
        Y2 = YD(IP2)
        IF (SPDT(X2,Y2,X1,Y1,X0,Y0).LT.0.0) GO TO 150
        IF (SPDT(X1,Y1,X2,Y2,X0,Y0).LT.0.0) GO TO 140
        IF (SIDE(X1,Y1,X2,Y2,X0,Y0).GT.0.0) GO TO 150
        IL2 = IL1
        GO TO 160
  140   IL2 = MOD(IL1,NL0) + 1
        IP3 = IPL(3*IL2-1)
        X3 = XD(IP3)
        Y3 = YD(IP3)
        IF (SPDT(X3,Y3,X2,Y2,X0,Y0).LE.0.0) GO TO 160
  150 CONTINUE
      IT0 = 1
      GO TO 170
  160 IT0 = IL1*NTL + IL2
C NORMAL EXIT
  170 ITI = IT0
      ITIPV = IT0
      RETURN
      END
      SUBROUTINE  IDPDRV(NDP,XD,YD,ZD,NCP,IPC,PD)                       ID008940
C THIS SUBROUTINE ESTIMATES PARTIAL DERIVATIVES OF THE FIRST AND
C SECOND ORDER AT THE DATA POINTS.
C THE INPUT PARAMETERS ARE
C     NDP = NUMBER OF DATA POINTS,
C     XD,YD,ZD = ARRAYS OF DIMENSION NDP CONTAINING THE X,
C           Y, AND Z COORDINATES OF THE DATA POINTS,
C     NCP = NUMBER OF ADDITIONAL DATA POINTS USED FOR ESTI-
C           MATING PARTIAL DERIVATIVES AT EACH DATA POINT,
C     IPC = INTEGER ARRAY OF DIMENSION NCP*NDP CONTAINING
C           THE POINT NUMBERS OF NCP DATA POINTS CLOSEST TO
C           EACH OF THE NDP DATA POINTS.
C THE OUTPUT PARAMETER IS
C     PD  = ARRAY OF DIMENSION 5*NDP, WHERE THE ESTIMATED
C           ZX, ZY, ZXX, ZXY, AND ZYY VALUES AT THE DATA
C           POINTS ARE TO BE STORED.
C DECLARATION STATEMENTS
      DIMENSION   XD(100),YD(100),ZD(100),IPC(400),PD(500)
      REAL        NMX,NMY,NMZ,NMXX,NMXY,NMYX,NMYY
C PRELIMINARY PROCESSING
   10 NDP0=NDP
      NCP0=NCP
      NCPM1=NCP0-1
C ESTIMATION OF ZX AND ZY
  20  DO 24  IP0=1,NDP0
        X0=XD(IP0)
        Y0=YD(IP0)
        Z0=ZD(IP0)
        NMX=0.0
        NMY=0.0
        NMZ=0.0
        JIPC0=NCP0*(IP0-1)
        DO 23  IC1=1,NCPM1
          JIPC=JIPC0+IC1
          IPI=IPC(JIPC)
          DX1=XD(IPI)-X0
          DY1=YD(IPI)-Y0
          DZ1=ZD(IPI)-Z0
          IC2MN=IC1+1
          DO 22  IC2=IC2MN,NCP0
            JIPC=JIPC0+IC2
            IPI=IPC(JIPC)
            DX2=XD(IPI)-X0
            DY2=YD(IPI)-Y0
            DNMZ=DX1*DY2-DY1*DX2
            IF(DNMZ.EQ.0.0)    GO TO 22
            DZ2=ZD(IPI)-Z0
            DNMX=DY1*DZ2-DZ1*DY2
            DNMY=DZ1*DX2-DX1*DZ2
            IF(DNMZ.GE.0.0)    GO TO 21
            DNMX=-DNMX
            DNMY=-DNMY
            DNMZ=-DNMZ
   21       NMX=NMX+DNMX
            NMY=NMY+DNMY
            NMZ=NMZ+DNMZ
   22     CONTINUE
   23   CONTINUE
        JPD0=5*IP0
        PD(JPD0-4)=-NMX/NMZ
        PD(JPD0-3)=-NMY/NMZ
   24 CONTINUE
C ESTIMATION OF ZXX, ZXY, AND ZYY
   30 DO 34  IP0=1,NDP0
        JPD0=JPD0+5
        X0=XD(IP0)
        JPD0=5*IP0
        Y0=YD(IP0)
        ZX0=PD(JPD0-4)
        ZY0=PD(JPD0-3)
        NMXX=0.0
        NMXY=0.0
        NMYX=0.0
        NMYY=0.0
        NMZ =0.0
        JIPC0=NCP0*(IP0-1)
        DO 33  IC1=1,NCPM1
          JIPC=JIPC0+IC1
          IPI=IPC(JIPC)
          DX1=XD(IPI)-X0
          DY1=YD(IPI)-Y0
          JPD=5*IPI
          DZX1=PD(JPD-4)-ZX0
          DZY1=PD(JPD-3)-ZY0
          IC2MN=IC1+1
          DO 32  IC2=IC2MN,NCP0
            JIPC=JIPC0+IC2
            IPI=IPC(JIPC)
            DX2=XD(IPI)-X0
            DY2=YD(IPI)-Y0
            DNMZ =DX1*DY2 -DY1*DX2
            IF(DNMZ.EQ.0.0)    GO TO 32
            JPD=5*IPI
            DZX2=PD(JPD-4)-ZX0
            DZY2=PD(JPD-3)-ZY0
            DNMXX=DY1*DZX2-DZX1*DY2
            DNMXY=DZX1*DX2-DX1*DZX2
            DNMYX=DY1*DZY2-DZY1*DY2
            DNMYY=DZY1*DX2-DX1*DZY2
            IF(DNMZ.GE.0.0)    GO TO 31
            DNMXX=-DNMXX
            DNMXY=-DNMXY
            DNMYX=-DNMYX
            DNMYY=-DNMYY
            DNMZ =-DNMZ
   31       NMXX=NMXX+DNMXX
            NMXY=NMXY+DNMXY
            NMYX=NMYX+DNMYX
            NMYY=NMYY+DNMYY
            NMZ =NMZ +DNMZ
   32     CONTINUE
   33   CONTINUE
        PD(JPD0-2)=-NMXX/NMZ
        PD(JPD0-1)=-(NMXY+NMYX)/(2.0*NMZ)
        PD(JPD0)  =-NMYY/NMZ
   34 CONTINUE
      RETURN
      END
      SUBROUTINE  IDPTIP(XD,YD,ZD,NT,IPT,NL,IPL,PDD,ITI,XII,YII,        ID010190
     1                   ZII)
C THIS SUBROUTINE PERFORMS PUNCTUAL INTERPOLATION OR EXTRAPOLA-
C TION, I.E., DETERMINES THE Z VALUE AT A POINT.
C THE INPUT PARAMETERS ARE
C     XD,YD,ZD = ARRAYS OF DIMENSION NDP CONTAINING THE X,
C           Y, AND Z COORDINATES OF THE DATA POINTS, WHERE
C           NDP IS THE NUMBER OF THE DATA POINTS,
C     NT  = NUMBER OF TRIANGLES,
C     IPT = INTEGER ARRAY OF DIMENSION 3*NT CONTAINING THE
C           POINT NUMBERS OF THE VERTEXES OF THE TRIANGLES,
C     NL  = NUMBER OF BORDER LINE SEGMENTS,
C     IPL = INTEGER ARRAY OF DIMENSION 3*NL CONTAINING THE
C           POINT NUMBERS OF THE END POINTS OF THE BORDER
C           LINE SEGMENTS AND THEIR RESPECTIVE TRIANGLE
C           NUMBERS,
C     PDD = ARRAY OF DIMENSION 5*NDP CONTAINING THE PARTIAL
C           DERIVATIVES AT THE DATA POINTS,
C     ITI = TRIANGLE NUMBER OF THE TRIANGLE IN WHICH LIES
C           THE POINT FOR WHICH INTERPOLATION IS TO BE
C           PERFORMED,
C     XII,YII = X AND Y COORDINATES OF THE POINT FOR WHICH
C           INTERPOLATION IS TO BE PERFORMED.
C THE OUTPUT PARAMETER IS
C     ZII = INTERPOLATED Z VALUE.
C DECLARATION STATEMENTS
      DIMENSION   XD(100),YD(100),ZD(100),IPT(585),IPL(300),
     1            PDD(500)
      COMMON/IDPI/ITPV
      DIMENSION   X(3),Y(3),Z(3),PD(15),
     1            ZU(3),ZV(3),ZUU(3),ZUV(3),ZVV(3)
      REAL        LU,LV
      EQUIVALENCE (P5,P50)
C PRELIMINARY PROCESSING
   10 IT0=ITI
      NTL=NT+NL
      IF(IT0.LE.NTL)      GO TO 20
      IL1=IT0/NTL
      IL2=IT0-IL1*NTL
      IF(IL1.EQ.IL2)      GO TO 40
      GO TO 60
C CALCULATION OF ZII BY INTERPOLATION.
C CHECKS IF THE NECESSARY COEFFICIENTS HAVE BEEN CALCULATED.
   20 IF(IT0.EQ.ITPV)     GO TO 30
C LOADS COORDINATE AND PARTIAL DERIVATIVE VALUES AT THE
C VERTEXES.
   21 JIPT=3*(IT0-1)
      JPD=0
      DO 23  I=1,3
        JIPT=JIPT+1
        IDP=IPT(JIPT)
        X(I)=XD(IDP)
        Y(I)=YD(IDP)
        Z(I)=ZD(IDP)
        JPDD=5*(IDP-1)
        DO 22  KPD=1,5
          JPD=JPD+1
          JPDD=JPDD+1
          PD(JPD)=PDD(JPDD)
   22   CONTINUE
   23 CONTINUE
C DETERMINES THE COEFFICIENTS FOR THE COORDINATE SYSTEM
C TRANSFORMATION FROM THE X-Y SYSTEM TO THE U-V SYSTEM
C AND VICE VERSA.
   24 X0=X(1)
      Y0=Y(1)
      A=X(2)-X0
      B=X(3)-X0
      C=Y(2)-Y0
      D=Y(3)-Y0
      AD=A*D
      BC=B*C
      DLT=AD-BC
      AP= D/DLT
      BP=-B/DLT
      CP=-C/DLT
      DP= A/DLT
C CONVERTS THE PARTIAL DERIVATIVES AT THE VERTEXES OF THE
C TRIANGLE FOR THE U-V COORDINATE SYSTEM.
   25 AA=A*A
      ACT2=2.0*A*C
      CC=C*C
      AB=A*B
      ADBC=AD+BC
      CD=C*D
      BB=B*B
      BDT2=2.0*B*D
      DD=D*D
      DO 26  I=1,3
        JPD=5*I
        ZU(I)=A*PD(JPD-4)+C*PD(JPD-3)
        ZV(I)=B*PD(JPD-4)+D*PD(JPD-3)
        ZUU(I)=AA*PD(JPD-2)+ACT2*PD(JPD-1)+CC*PD(JPD)
        ZUV(I)=AB*PD(JPD-2)+ADBC*PD(JPD-1)+CD*PD(JPD)
        ZVV(I)=BB*PD(JPD-2)+BDT2*PD(JPD-1)+DD*PD(JPD)
   26 CONTINUE
C CALCULATES THE COEFFICIENTS OF THE POLYNOMIAL.
   27 P00=Z(1)
      P10=ZU(1)
      P01=ZV(1)
      P20=0.5*ZUU(1)
      P11=ZUV(1)
      P02=0.5*ZVV(1)
      H1=Z(2)-P00-P10-P20
      H2=ZU(2)-P10-ZUU(1)
      H3=ZUU(2)-ZUU(1)
      P30= 10.0*H1-4.0*H2+0.5*H3
      P40=-15.0*H1+7.0*H2    -H3
      P50=  6.0*H1-3.0*H2+0.5*H3
      H1=Z(3)-P00-P01-P02
      H2=ZV(3)-P01-ZVV(1)
      H3=ZVV(3)-ZVV(1)
      P03= 10.0*H1-4.0*H2+0.5*H3
      P04=-15.0*H1+7.0*H2    -H3
      P05=  6.0*H1-3.0*H2+0.5*H3
      LU=SQRT(AA+CC)
      LV=SQRT(BB+DD)
      THXU=ATAN2(C,A)
      THUV=ATAN2(D,B)-THXU
      CSUV=COS(THUV)
      P41=5.0*LV*CSUV/LU*P50
      P14=5.0*LU*CSUV/LV*P05
      H1=ZV(2)-P01-P11-P41
      H2=ZUV(2)-P11-4.0*P41
      P21= 3.0*H1-H2
      P31=-2.0*H1+H2
      H1=ZU(3)-P10-P11-P14
      H2=ZUV(3)-P11-4.0*P14
      P12= 3.0*H1-H2
      P13=-2.0*H1+H2
      THUS=ATAN2(D-C,B-A)-THXU
      THSV=THUV-THUS
      AA= SIN(THSV)/LU
      BB=-COS(THSV)/LU
      CC= SIN(THUS)/LV
      DD= COS(THUS)/LV
      AC=AA*CC
      AD=AA*DD
      BC=BB*CC
      G1=AA*AC*(3.0*BC+2.0*AD)
      G2=CC*AC*(3.0*AD+2.0*BC)
      H1=-AA*AA*AA*(5.0*AA*BB*P50+(4.0*BC+AD)*P41)
     1   -CC*CC*CC*(5.0*CC*DD*P05+(4.0*AD+BC)*P14)
      H2=0.5*ZVV(2)-P02-P12
      H3=0.5*ZUU(3)-P20-P21
      P22=(G1*H2+G2*H3-H1)/(G1+G2)
      P32=H2-P22
      P23=H3-P22
      ITPV=IT0
C CONVERTS XII AND YII TO U-V SYSTEM.
   30 DX=XII-X0
      DY=YII-Y0
      U=AP*DX+BP*DY
      V=CP*DX+DP*DY
C EVALUATES THE POLYNOMIAL.
   31 P0=P00+V*(P01+V*(P02+V*(P03+V*(P04+V*P05))))
      P1=P10+V*(P11+V*(P12+V*(P13+V*P14)))
      P2=P20+V*(P21+V*(P22+V*P23))
      P3=P30+V*(P31+V*P32)
      P4=P40+V*P41
      ZII=P0+U*(P1+U*(P2+U*(P3+U*(P4+U*P5))))
      RETURN
C CALCULATION OF ZII BY EXTRAPOLATION IN THE RECTANGLE.
C CHECKS IF THE NECESSARY COEFFICIENTS HAVE BEEN CALCULATED.
   40 IF(IT0.EQ.ITPV)     GO TO 50
C LOADS COORDINATE AND PARTIAL DERIVATIVE VALUES AT THE END
C POINTS OF THE BORDER LINE SEGMENT.
   41 JIPL=3*(IL1-1)
      JPD=0
      DO 43  I=1,2
        JIPL=JIPL+1
        IDP=IPL(JIPL)
        X(I)=XD(IDP)
        Y(I)=YD(IDP)
        Z(I)=ZD(IDP)
        JPDD=5*(IDP-1)
        DO 42  KPD=1,5
          JPD=JPD+1
          JPDD=JPDD+1
          PD(JPD)=PDD(JPDD)
   42   CONTINUE
   43 CONTINUE
C DETERMINES THE COEFFICIENTS FOR THE COORDINATE SYSTEM
C TRANSFORMATION FROM THE X-Y SYSTEM TO THE U-V SYSTEM
C AND VICE VERSA.
   44 X0=X(1)
      Y0=Y(1)
      A=Y(2)-Y(1)
      B=X(2)-X(1)
      C=-B
      D=A
      AD=A*D
      BC=B*C
      DLT=AD-BC
      AP= D/DLT
      BP=-B/DLT
      CP=-BP
      DP= AP
C CONVERTS THE PARTIAL DERIVATIVES AT THE END POINTS OF THE
C BORDER LINE SEGMENT FOR THE U-V COORDINATE SYSTEM.
   45 AA=A*A
      ACT2=2.0*A*C
      CC=C*C
      AB=A*B
      ADBC=AD+BC
      CD=C*D
      BB=B*B
      BDT2=2.0*B*D
      DD=D*D
      DO 46  I=1,2
        JPD=5*I
        ZU(I)=A*PD(JPD-4)+C*PD(JPD-3)
        ZV(I)=B*PD(JPD-4)+D*PD(JPD-3)
        ZUU(I)=AA*PD(JPD-2)+ACT2*PD(JPD-1)+CC*PD(JPD)
        ZUV(I)=AB*PD(JPD-2)+ADBC*PD(JPD-1)+CD*PD(JPD)
        ZVV(I)=BB*PD(JPD-2)+BDT2*PD(JPD-1)+DD*PD(JPD)
   46 CONTINUE
C CALCULATES THE COEFFICIENTS OF THE POLYNOMIAL.
   47 P00=Z(1)
      P10=ZU(1)
      P01=ZV(1)
      P20=0.5*ZUU(1)
      P11=ZUV(1)
      P02=0.5*ZVV(1)
      H1=Z(2)-P00-P01-P02
      H2=ZV(2)-P01-ZVV(1)
      H3=ZVV(2)-ZVV(1)
      P03= 10.0*H1-4.0*H2+0.5*H3
      P04=-15.0*H1+7.0*H2    -H3
      P05=  6.0*H1-3.0*H2+0.5*H3
      H1=ZU(2)-P10-P11
      H2=ZUV(2)-P11
      P12= 3.0*H1-H2
      P13=-2.0*H1+H2
      P21=0.0
      P23=-ZUU(2)+ZUU(1)
      P22=-1.5*P23
      ITPV=IT0
C CONVERTS XII AND YII TO U-V SYSTEM.
   50 DX=XII-X0
      DY=YII-Y0
      U=AP*DX+BP*DY
      V=CP*DX+DP*DY
C EVALUATES THE POLYNOMIAL.
   51 P0=P00+V*(P01+V*(P02+V*(P03+V*(P04+V*P05))))
      P1=P10+V*(P11+V*(P12+V*P13))
      P2=P20+V*(P21+V*(P22+V*P23))
      ZII=P0+U*(P1+U*P2)
      RETURN
C CALCULATION OF ZII BY EXTRAPOLATION IN THE TRIANGLE.
C CHECKS IF THE NECESSARY COEFFICIENTS HAVE BEEN CALCULATED.
   60 IF(IT0.EQ.ITPV)     GO TO 70
C LOADS COORDINATE AND PARTIAL DERIVATIVE VALUES AT THE VERTEX
C OF THE TRIANGLE.
   61 JIPL=3*IL2-2
      IDP=IPL(JIPL)
      X(1)=XD(IDP)
      Y(1)=YD(IDP)
      Z(1)=ZD(IDP)
      JPDD=5*(IDP-1)
      DO 62  KPD=1,5
        JPDD=JPDD+1
        PD(KPD)=PDD(JPDD)
   62 CONTINUE
C CALCULATES THE COEFFICIENTS OF THE POLYNOMIAL.
   67 P00=Z(1)
      P10=PD(1)
      P01=PD(2)
      P20=0.5*PD(3)
      P11=PD(4)
      P02=0.5*PD(5)
      ITPV=IT0
C CONVERTS XII AND YII TO U-V SYSTEM.
   70 U=XII-X(1)
      V=YII-Y(1)
C EVALUATES THE POLYNOMIAL.
   71 P0=P00+V*(P01+V*P02)
      P1=P10+V*P11
      ZII=P0+U*(P1+U*P20)
      RETURN
      END
      SUBROUTINE  IDSFFT(MD,NCP,NDP,XD,YD,ZD,NXI,NYI,XI,YI,ZI,          ID013070
     1                   IWK,WK)
C THIS SUBROUTINE PERFORMS SMOOTH SURFACE FITTING WHEN THE PRO-
C JECTIONS OF THE DATA POINTS IN THE X-Y PLANE ARE IRREGULARLY
C DISTRIBUTED IN THE PLANE.
C THE INPUT PARAMETERS ARE
C     MD  = MODE OF COMPUTATION (MUST BE 1, 2, OR 3),
C         = 1 FOR NEW NCP AND/OR NEW XD-YD,
C         = 2 FOR OLD NCP, OLD XD-YD, NEW XI-YI,
C         = 3 FOR OLD NCP, OLD XD-YD, OLD XI-YI,
C     NCP = NUMBER OF ADDITIONAL DATA POINTS USED FOR ESTI-
C           MATING PARTIAL DERIVATIVES AT EACH DATA POINT
C           (MUST BE 2 OR GREATER, BUT SMALLER THAN NDP),
C     NDP = NUMBER OF DATA POINTS (MUST BE 4 OR GREATER),
C     XD  = ARRAY OF DIMENSION NDP CONTAINING THE X
C           COORDINATES OF THE DATA POINTS,
C     YD  = ARRAY OF DIMENSION NDP CONTAINING THE Y
C           COORDINATES OF THE DATA POINTS,
C     ZD  = ARRAY OF DIMENSION NDP CONTAINING THE Z
C           COORDINATES OF THE DATA POINTS,
C     NXI = NUMBER OF OUTPUT GRID POINTS IN THE X COORDINATE
C           (MUST BE 1 OR GREATER),
C     NYI = NUMBER OF OUTPUT GRID POINTS IN THE Y COORDINATE
C           (MUST BE 1 OR GREATER),
C     XI  = ARRAY OF DIMENSION NXI CONTAINING THE X
C           COORDINATES OF THE OUTPUT GRID POINTS,
C     YI  = ARRAY OF DIMENSION NYI CONTAINING THE Y
C           COORDINATES OF THE OUTPUT GRID POINTS.
C THE OUTPUT PARAMETER IS
C     ZI  = DOUBLY-DIMENSIONED ARRAY OF DIMENSION (NXI,NYI),
C           WHERE THE INTERPOLATED Z VALUES AT THE OUTPUT
C           GRID POINTS ARE TO BE STORED.
C THE OTHER PARAMETERS ARE
C     IWK = INTEGER ARRAY OF DIMENSION
C              MAX0(31,27+NCP)*NDP+NXI*NYI
C           USED INTERNALLY AS A WORK AREA,
C     WK  = ARRAY OF DIMENSION 5*NDP USED INTERNALLY AS A
C           WORK AREA.
C THE VERY FIRST CALL TO THIS SUBROUTINE AND THE CALL WITH A NEW
C NCP VALUE, A NEW NDP VALUE, AND/OR NEW CONTENTS OF THE XD AND
C YD ARRAYS MUST BE MADE WITH MD=1.  THE CALL WITH MD=2 MUST BE
C PRECEDED BY ANOTHER CALL WITH THE SAME NCP AND NDP VALUES AND
C WITH THE SAME CONTENTS OF THE XD AND YD ARRAYS.  THE CALL WITH
C MD=3 MUST BE PRECEDED BY ANOTHER CALL WITH THE SAME NCP, NDP,
C NXI, AND NYI VALUES AND WITH THE SAME CONTENTS OF THE XD, YD,
C XI, AND YI ARRAYS.  BETWEEN THE CALL WITH MD=2 OR MD=3 AND ITS
C PRECEDING CALL, THE IWK AND WK ARRAYS MUST NOT BE DISTURBED.
C USE OF A VALUE BETWEEN 3 AND 5 (INCLUSIVE) FOR NCP IS RECOM-
C MENDED UNLESS THERE ARE EVIDENCES THAT DICTATE OTHERWISE.
C THE LUN CONSTANT IN THE DATA INITIALIZATION STATEMENT IS THE
C LOGICAL UNIT NUMBER OF THE STANDARD OUTPUT UNIT AND IS,
C THEREFORE, SYSTEM DEPENDENT.
C THIS SUBROUTINE CALLS THE IDCLDP, IDGRID, IDPDRV, IDPTIP, AND
C IDTANG SUBROUTINES.
C DECLARATION STATEMENTS
      DIMENSION   XD(100),YD(100),ZD(100),XI(101),YI(101),
     1            ZI(10201),IWK(13301),WK(500)
      COMMON/IDPI/ITPV
      DATA  LUN/6/
C SETTING OF SOME INPUT PARAMETERS TO LOCAL VARIABLES.
C (FOR MD=1,2,3)
   10 MD0=MD
      NCP0=NCP
      NDP0=NDP
      NXI0=NXI
      NYI0=NYI
C ERROR CHECK.  (FOR MD=1,2,3)
   20 IF(MD0.LT.1.OR.MD0.GT.3)           GO TO 90
      IF(NCP0.LT.2.OR.NCP0.GE.NDP0)      GO TO 90
      IF(NDP0.LT.4)                      GO TO 90
      IF(NXI0.LT.1.OR.NYI0.LT.1)         GO TO 90
      IF(MD0.GE.2)        GO TO 21
      IWK(1)=NCP0
      IWK(2)=NDP0
      GO TO 22
   21 NCPPV=IWK(1)
      NDPPV=IWK(2)
      IF(NCP0.NE.NCPPV)   GO TO 90
      IF(NDP0.NE.NDPPV)   GO TO 90
   22 IF(MD0.GE.3)        GO TO 23
      IWK(3)=NXI0
      IWK(4)=NYI0
      GO TO 30
   23 NXIPV=IWK(3)
      NYIPV=IWK(4)
      IF(NXI0.NE.NXIPV)   GO TO 90
      IF(NYI0.NE.NYIPV)   GO TO 90
C ALLOCATION OF STORAGE AREAS IN THE IWK ARRAY.  (FOR MD=1,2,3)
   30 JWIPT=16
      JWIWL=6*NDP0+1
      JWNGP0=JWIWL-1
      JWIPL=24*NDP0+1
      JWIWP=30*NDP0+1
      JWIPC=27*NDP0+1
      JWIGP0=MAX0(31,27+NCP0)*NDP0
C TRIANGULATES THE X-Y PLANE.  (FOR MD=1)
   40 IF(MD0.GT.1)   GO TO 50
      CALL IDTANG(NDP0,XD,YD,NT,IWK(JWIPT),NL,IWK(JWIPL),
     1            IWK(JWIWL),IWK(JWIWP),WK)
      IWK(5)=NT
      IWK(6)=NL
      IF(NT.EQ.0)    RETURN
C DETERMINES NCP POINTS CLOSEST TO EACH DATA POINT.  (FOR MD=1)
   50 IF(MD0.GT.1)   GO TO 60
      CALL IDCLDP(NDP0,XD,YD,NCP0,IWK(JWIPC))
      IF(IWK(JWIPC).EQ.0)      RETURN
C SORTS OUTPUT GRID POINTS IN ASCENDING ORDER OF THE TRIANGLE
C NUMBER AND THE BORDER LINE SEGMENT NUMBER.  (FOR MD=1,2)
   60 IF(MD0.EQ.3)   GO TO 70
      CALL IDGRID(XD,YD,NT,IWK(JWIPT),NL,IWK(JWIPL),NXI0,NYI0,
     1            XI,YI,IWK(JWNGP0+1),IWK(JWIGP0+1))
C ESTIMATES PARTIAL DERIVATIVES AT ALL DATA POINTS.
C (FOR MD=1,2,3)
   70 CALL IDPDRV(NDP0,XD,YD,ZD,NCP0,IWK(JWIPC),WK)
C INTERPOLATES THE ZI VALUES.  (FOR MD=1,2,3)
   80 ITPV=0
      JIG0MX=0
      JIG1MN=NXI0*NYI0+1
      NNGP=NT+2*NL
      DO 89  JNGP=1,NNGP
        ITI=JNGP
        IF(JNGP.LE.NT)    GO TO 81
        IL1=(JNGP-NT+1)/2
        IL2=(JNGP-NT+2)/2
        IF(IL2.GT.NL)     IL2=1
        ITI=IL1*(NT+NL)+IL2
   81   JWNGP=JWNGP0+JNGP
        NGP0=IWK(JWNGP)
        IF(NGP0.EQ.0)     GO TO 86
        JIG0MN=JIG0MX+1
        JIG0MX=JIG0MX+NGP0
        DO 82  JIGP=JIG0MN,JIG0MX
          JWIGP=JWIGP0+JIGP
          IZI=IWK(JWIGP)
          IYI=(IZI-1)/NXI0+1
          IXI=IZI-NXI0*(IYI-1)
          CALL IDPTIP(XD,YD,ZD,NT,IWK(JWIPT),NL,IWK(JWIPL),WK,
     1                ITI,XI(IXI),YI(IYI),ZI(IZI))
   82   CONTINUE
   86   JWNGP=JWNGP0+2*NNGP+1-JNGP
        NGP1=IWK(JWNGP)
        IF(NGP1.EQ.0)     GO TO 89
        JIG1MX=JIG1MN-1
        JIG1MN=JIG1MN-NGP1
        DO 87  JIGP=JIG1MN,JIG1MX
          JWIGP=JWIGP0+JIGP
          IZI=IWK(JWIGP)
          IYI=(IZI-1)/NXI0+1
          IXI=IZI-NXI0*(IYI-1)
          CALL IDPTIP(XD,YD,ZD,NT,IWK(JWIPT),NL,IWK(JWIPL),WK,
     1                ITI,XI(IXI),YI(IYI),ZI(IZI))
   87   CONTINUE
   89 CONTINUE
      RETURN
C ERROR EXIT
   90 WRITE (LUN,2090) MD0,NCP0,NDP0,NXI0,NYI0
      RETURN
C FORMAT STATEMENT FOR ERROR MESSAGE
 2090 FORMAT(1X/41H ***   IMPROPER INPUT PARAMETER VALUE(S)./
     1   7H   MD =,I4,10X,5HNCP =,I6,10X,5HNDP =,I6,
     2   10X,5HNXI =,I6,10X,5HNYI =,I6/
     3   35H ERROR DETECTED IN ROUTINE   IDSFFT/)
      END
      SUBROUTINE  IDTANG(NDP,XD,YD,NT,IPT,NL,IPL,IWL,IWP,WK)            ID014770
C THIS SUBROUTINE PERFORMS TRIANGULATION.  IT DIVIDES THE X-Y
C PLANE INTO A NUMBER OF TRIANGLES ACCORDING TO GIVEN DATA
C POINTS IN THE PLANE, DETERMINES LINE SEGMENTS THAT FORM THE
C BORDER OF DATA AREA, AND DETERMINES THE TRIANGLE NUMBERS
C CORRESPONDING TO THE BORDER LINE SEGMENTS.
C AT COMPLETION, POINT NUMBERS OF THE VERTEXES OF EACH TRIANGLE
C ARE LISTED COUNTER-CLOCKWISE.  POINT NUMBERS OF THE END POINTS
C OF EACH BORDER LINE SEGMENT ARE LISTED COUNTER-CLOCKWISE,
C LISTING ORDER OF THE LINE SEGMENTS BEING COUNTER-CLOCKWISE.
C THE LUN CONSTANT IN THE DATA INITIALIZATION STATEMENT IS THE
C LOGICAL UNIT NUMBER OF THE STANDARD OUTPUT UNIT AND IS,
C THEREFORE, SYSTEM DEPENDENT.
C THIS SUBROUTINE CALLS THE IDXCHG FUNCTION.
C THE INPUT PARAMETERS ARE
C     NDP = NUMBER OF DATA POINTS,
C     XD  = ARRAY OF DIMENSION NDP CONTAINING THE
C           X COORDINATES OF THE DATA POINTS,
C     YD  = ARRAY OF DIMENSION NDP CONTAINING THE
C           Y COORDINATES OF THE DATA POINTS.
C THE OUTPUT PARAMETERS ARE
C     NT  = NUMBER OF TRIANGLES,
C     IPT = INTEGER ARRAY OF DIMENSION 6*NDP-15, WHERE THE
C           POINT NUMBERS OF THE VERTEXES OF THE (IT)TH
C           TRIANGLE ARE TO BE STORED AS THE (3*IT-2)ND,
C           (3*IT-1)ST, AND (3*IT)TH ELEMENTS,
C           IT=1,2,...,NT,
C     NL  = NUMBER OF BORDER LINE SEGMENTS,
C     IPL = INTEGER ARRAY OF DIMENSION 6*NDP, WHERE THE
C           POINT NUMBERS OF THE END POINTS OF THE (IL)TH
C           BORDER LINE SEGMENT AND ITS RESPECTIVE TRIANGLE
C           NUMBER ARE TO BE STORED AS THE (3*IL-2)ND,
C           (3*IL-1)ST, AND (3*IL)TH ELEMENTS,
C           IL=1,2,..., NL.
C THE OTHER PARAMETERS ARE
C     IWL = INTEGER ARRAY OF DIMENSION 18*NDP USED
C           INTERNALLY AS A WORK AREA,
C     IWP = INTEGER ARRAY OF DIMENSION NDP USED
C           INTERNALLY AS A WORK AREA,
C     WK  = ARRAY OF DIMENSION NDP USED INTERNALLY AS A
C           WORK AREA.
C DECLARATION STATEMENTS
      DIMENSION   XD(100),YD(100),IPT(585),IPL(600),
     1            IWL(1800),IWP(100),WK(100)
      DIMENSION   ITF(2)
      DATA  RATIO/1.0E-6/, NREP/100/, LUN/6/
C STATEMENT FUNCTIONS
      DSQF(U1,V1,U2,V2)=(U2-U1)**2+(V2-V1)**2
      SIDE(U1,V1,U2,V2,U3,V3)=(V3-V1)*(U2-U1)-(U3-U1)*(V2-V1)
C PRELIMINARY PROCESSING
   10 NDP0=NDP
      NDPM1=NDP0-1
      IF(NDP0.LT.4)       GO TO 90
C DETERMINES THE CLOSEST PAIR OF DATA POINTS AND THEIR MIDPOINT.
   20 DSQMN=DSQF(XD(1),YD(1),XD(2),YD(2))
      IPMN1=1
      IPMN2=2
      DO 22  IP1=1,NDPM1
        X1=XD(IP1)
        Y1=YD(IP1)
        IP1P1=IP1+1
        DO 21  IP2=IP1P1,NDP0
          DSQI=DSQF(X1,Y1,XD(IP2),YD(IP2))
          IF(DSQI.EQ.0.0)      GO TO 91
          IF(DSQI.GE.DSQMN)    GO TO 21
          DSQMN=DSQI
          IPMN1=IP1
          IPMN2=IP2
   21   CONTINUE
   22 CONTINUE
      DSQ12=DSQMN
      XDMP=(XD(IPMN1)+XD(IPMN2))/2.0
      YDMP=(YD(IPMN1)+YD(IPMN2))/2.0
C SORTS THE OTHER (NDP-2) DATA POINTS IN ASCENDING ORDER OF
C DISTANCE FROM THE MIDPOINT AND STORES THE SORTED DATA POINT
C NUMBERS IN THE IWP ARRAY.
   30 JP1=2
      DO 31  IP1=1,NDP0
        IF(IP1.EQ.IPMN1.OR.IP1.EQ.IPMN2)      GO TO 31
        JP1=JP1+1
        IWP(JP1)=IP1
        WK(JP1)=DSQF(XDMP,YDMP,XD(IP1),YD(IP1))
   31 CONTINUE
      DO 33  JP1=3,NDPM1
        DSQMN=WK(JP1)
        JPMN=JP1
        DO 32  JP2=JP1,NDP0
          IF(WK(JP2).GE.DSQMN)      GO TO 32
          DSQMN=WK(JP2)
          JPMN=JP2
   32   CONTINUE
        ITS=IWP(JP1)
        IWP(JP1)=IWP(JPMN)
        IWP(JPMN)=ITS
        WK(JPMN)=WK(JP1)
   33 CONTINUE
C IF NECESSARY, MODIFIES THE ORDERING IN SUCH A WAY THAT THE
C FIRST THREE DATA POINTS ARE NOT COLLINEAR.
   35 AR=DSQ12*RATIO
      X1=XD(IPMN1)
      Y1=YD(IPMN1)
      DX21=XD(IPMN2)-X1
      DY21=YD(IPMN2)-Y1
      DO 36  JP=3,NDP0
        IP=IWP(JP)
        IF(ABS((YD(IP)-Y1)*DX21-(XD(IP)-X1)*DY21).GT.AR)
     1               GO TO 37
   36 CONTINUE
      GO TO 92
   37 IF(JP.EQ.3)    GO TO 40
      JPMX=JP
      JP=JPMX+1
      DO 38  JPC=4,JPMX
        JP=JP-1
        IWP(JP)=IWP(JP-1)
   38 CONTINUE
      IWP(3)=IP
C FORMS THE FIRST TRIANGLE.  STORES POINT NUMBERS OF THE VER-
C TEXES OF THE TRIANGLE IN THE IPT ARRAY, AND STORES POINT NUM-
C BERS OF THE BORDER LINE SEGMENTS AND THE TRIANGLE NUMBER IN
C THE IPL ARRAY.
   40 IP1=IPMN1
      IP2=IPMN2
      IP3=IWP(3)
      IF(SIDE(XD(IP1),YD(IP1),XD(IP2),YD(IP2),XD(IP3),YD(IP3))
     1     .GE.0.0)       GO TO 41
      IP1=IPMN2
      IP2=IPMN1
   41 NT0=1
      NTT3=3
      IPT(1)=IP1
      IPT(2)=IP2
      IPT(3)=IP3
      NL0=3
      NLT3=9
      IPL(1)=IP1
      IPL(2)=IP2
      IPL(3)=1
      IPL(4)=IP2
      IPL(5)=IP3
      IPL(6)=1
      IPL(7)=IP3
      IPL(8)=IP1
      IPL(9)=1
C ADDS THE REMAINING (NDP-3) DATA POINTS, ONE BY ONE.
   50 DO 79  JP1=4,NDP0
        IP1=IWP(JP1)
        X1=XD(IP1)
        Y1=YD(IP1)
C - DETERMINES THE VISIBLE BORDER LINE SEGMENTS.
        IP2=IPL(1)
        JPMN=1
        DXMN=XD(IP2)-X1
        DYMN=YD(IP2)-Y1
        DSQMN=DXMN**2+DYMN**2
        ARMN=DSQMN*RATIO
        JPMX=1
        DXMX=DXMN
        DYMX=DYMN
        DSQMX=DSQMN
        ARMX=ARMN
        DO 52  JP2=2,NL0
          IP2=IPL(3*JP2-2)
          DX=XD(IP2)-X1
          DY=YD(IP2)-Y1
          AR=DY*DXMN-DX*DYMN
          IF(AR.GT.ARMN)       GO TO 51
          DSQI=DX**2+DY**2
          IF(AR.GE.(-ARMN).AND.DSQI.GE.DSQMN)      GO TO 51
          JPMN=JP2
          DXMN=DX
          DYMN=DY
          DSQMN=DSQI
          ARMN=DSQMN*RATIO
   51     AR=DY*DXMX-DX*DYMX
          IF(AR.LT.(-ARMX))    GO TO 52
          DSQI=DX**2+DY**2
          IF(AR.LE.ARMX.AND.DSQI.GE.DSQMX)    GO TO 52
          JPMX=JP2
          DXMX=DX
          DYMX=DY
          DSQMX=DSQI
          ARMX=DSQMX*RATIO
   52   CONTINUE
        IF(JPMX.LT.JPMN)  JPMX=JPMX+NL0
        NSH=JPMN-1
        IF(NSH.LE.0)      GO TO 60
C - SHIFTS (ROTATES) THE IPL ARRAY TO HAVE THE INVISIBLE BORDER
C - LINE SEGMENTS CONTAINED IN THE FIRST PART OF THE IPL ARRAY.
        NSHT3=NSH*3
        DO 53  JP2T3=3,NSHT3,3
          JP3T3=JP2T3+NLT3
          IPL(JP3T3-2)=IPL(JP2T3-2)
          IPL(JP3T3-1)=IPL(JP2T3-1)
          IPL(JP3T3)  =IPL(JP2T3)
   53   CONTINUE
        DO 54  JP2T3=3,NLT3,3
          JP3T3=JP2T3+NSHT3
          IPL(JP2T3-2)=IPL(JP3T3-2)
          IPL(JP2T3-1)=IPL(JP3T3-1)
          IPL(JP2T3)  =IPL(JP3T3)
   54   CONTINUE
        JPMX=JPMX-NSH
C - ADDS TRIANGLES TO THE IPT ARRAY, UPDATES BORDER LINE
C - SEGMENTS IN THE IPL ARRAY, AND SETS FLAGS FOR THE BORDER
C - LINE SEGMENTS TO BE REEXAMINED IN THE IWL ARRAY.
   60   JWL=0
        DO 64  JP2=JPMX,NL0
          JP2T3=JP2*3
          IPL1=IPL(JP2T3-2)
          IPL2=IPL(JP2T3-1)
          IT  =IPL(JP2T3)
C - - ADDS A TRIANGLE TO THE IPT ARRAY.
          NT0=NT0+1
          NTT3=NTT3+3
          IPT(NTT3-2)=IPL2
          IPT(NTT3-1)=IPL1
          IPT(NTT3)  =IP1
C - - UPDATES BORDER LINE SEGMENTS IN THE IPL ARRAY.
          IF(JP2.NE.JPMX)      GO TO 61
          IPL(JP2T3-1)=IP1
          IPL(JP2T3)  =NT0
   61     IF(JP2.NE.NL0)       GO TO 62
          NLN=JPMX+1
          NLNT3=NLN*3
          IPL(NLNT3-2)=IP1
          IPL(NLNT3-1)=IPL(1)
          IPL(NLNT3)  =NT0
C - - DETERMINES THE VERTEX THAT DOES NOT LIE ON THE BORDER
C - - LINE SEGMENTS.
   62     ITT3=IT*3
          IPTI=IPT(ITT3-2)
          IF(IPTI.NE.IPL1.AND.IPTI.NE.IPL2)   GO TO 63
          IPTI=IPT(ITT3-1)
          IF(IPTI.NE.IPL1.AND.IPTI.NE.IPL2)   GO TO 63
          IPTI=IPT(ITT3)
C - - CHECKS IF THE EXCHANGE IS NECESSARY.
   63     IF(IDXCHG(XD,YD,IP1,IPTI,IPL1,IPL2).EQ.0)     GO TO 64
C - - MODIFIES THE IPT ARRAY WHEN NECESSARY.
          IPT(ITT3-2)=IPTI
          IPT(ITT3-1)=IPL1
          IPT(ITT3)  =IP1
          IPT(NTT3-1)=IPTI
          IF(JP2.EQ.JPMX)      IPL(JP2T3)=IT
          IF(JP2.EQ.NL0.AND.IPL(3).EQ.IT)     IPL(3)=NT0
C - - SETS FLAGS IN THE IWL ARRAY.
          JWL=JWL+4
          IWL(JWL-3)=IPL1
          IWL(JWL-2)=IPTI
          IWL(JWL-1)=IPTI
          IWL(JWL)  =IPL2
   64   CONTINUE
        NL0=NLN
        NLT3=NLNT3
        NLF=JWL/2
        IF(NLF.EQ.0)      GO TO 79
C - IMPROVES TRIANGULATION.
   70   NTT3P3=NTT3+3
        DO 78  IREP=1,NREP
          DO 76  ILF=1,NLF
            ILFT2=ILF*2
            IPL1=IWL(ILFT2-1)
            IPL2=IWL(ILFT2)
C - - LOCATES IN THE IPT ARRAY TWO TRIANGLES ON BOTH SIDES OF
C - - THE FLAGGED LINE SEGMENT.
            NTF=0
            DO 71  ITT3R=3,NTT3,3
              ITT3=NTT3P3-ITT3R
              IPT1=IPT(ITT3-2)
              IPT2=IPT(ITT3-1)
              IPT3=IPT(ITT3)
              IF(IPL1.NE.IPT1.AND.IPL1.NE.IPT2.AND.
     1           IPL1.NE.IPT3)      GO TO 71
              IF(IPL2.NE.IPT1.AND.IPL2.NE.IPT2.AND.
     1           IPL2.NE.IPT3)      GO TO 71
              NTF=NTF+1
              ITF(NTF)=ITT3/3
              IF(NTF.EQ.2)     GO TO 72
   71       CONTINUE
            IF(NTF.LT.2)       GO TO 76
C - - DETERMINES THE VERTEXES OF THE TRIANGLES THAT DO NOT LIE
C - - ON THE LINE SEGMENT.
   72       IT1T3=ITF(1)*3
            IPTI1=IPT(IT1T3-2)
            IF(IPTI1.NE.IPL1.AND.IPTI1.NE.IPL2)    GO TO 73
            IPTI1=IPT(IT1T3-1)
            IF(IPTI1.NE.IPL1.AND.IPTI1.NE.IPL2)    GO TO 73
            IPTI1=IPT(IT1T3)
   73       IT2T3=ITF(2)*3
            IPTI2=IPT(IT2T3-2)
            IF(IPTI2.NE.IPL1.AND.IPTI2.NE.IPL2)    GO TO 74
            IPTI2=IPT(IT2T3-1)
            IF(IPTI2.NE.IPL1.AND.IPTI2.NE.IPL2)    GO TO 74
            IPTI2=IPT(IT2T3)
C - - CHECKS IF THE EXCHANGE IS NECESSARY.
   74       IF(IDXCHG(XD,YD,IPTI1,IPTI2,IPL1,IPL2).EQ.0)
     1         GO TO 76
C - - MODIFIES THE IPT ARRAY WHEN NECESSARY.
            IPT(IT1T3-2)=IPTI1
            IPT(IT1T3-1)=IPTI2
            IPT(IT1T3)  =IPL1
            IPT(IT2T3-2)=IPTI2
            IPT(IT2T3-1)=IPTI1
            IPT(IT2T3)  =IPL2
C - - SETS NEW FLAGS.
            JWL=JWL+8
            IWL(JWL-7)=IPL1
            IWL(JWL-6)=IPTI1
            IWL(JWL-5)=IPTI1
            IWL(JWL-4)=IPL2
            IWL(JWL-3)=IPL2
            IWL(JWL-2)=IPTI2
            IWL(JWL-1)=IPTI2
            IWL(JWL)  =IPL1
            DO 75  JLT3=3,NLT3,3
              IPLJ1=IPL(JLT3-2)
              IPLJ2=IPL(JLT3-1)
              IF((IPLJ1.EQ.IPL1.AND.IPLJ2.EQ.IPTI2).OR.
     1           (IPLJ2.EQ.IPL1.AND.IPLJ1.EQ.IPTI2))
     2                         IPL(JLT3)=ITF(1)
              IF((IPLJ1.EQ.IPL2.AND.IPLJ2.EQ.IPTI1).OR.
     1           (IPLJ2.EQ.IPL2.AND.IPLJ1.EQ.IPTI1))
     2                         IPL(JLT3)=ITF(2)
   75       CONTINUE
   76     CONTINUE
          NLFC=NLF
          NLF=JWL/2
          IF(NLF.EQ.NLFC)      GO TO 79
C - - RESETS THE IWL ARRAY FOR THE NEXT ROUND.
          JWL=0
          JWL1MN=(NLFC+1)*2
          NLFT2=NLF*2
          DO 77  JWL1=JWL1MN,NLFT2,2
            JWL=JWL+2
            IWL(JWL-1)=IWL(JWL1-1)
            IWL(JWL)  =IWL(JWL1)
   77     CONTINUE
          NLF=JWL/2
   78   CONTINUE
   79 CONTINUE
C REARRANGES THE IPT ARRAY SO THAT THE VERTEXES OF EACH TRIANGLE
C ARE LISTED COUNTER-CLOCKWISE.
   80 DO 81  ITT3=3,NTT3,3
        IP1=IPT(ITT3-2)
        IP2=IPT(ITT3-1)
        IP3=IPT(ITT3)
        IF(SIDE(XD(IP1),YD(IP1),XD(IP2),YD(IP2),XD(IP3),YD(IP3))
     1       .GE.0.0)     GO TO 81
        IPT(ITT3-2)=IP2
        IPT(ITT3-1)=IP1
   81 CONTINUE
      NT=NT0
      NL=NL0
      RETURN
C ERROR EXIT
   90 WRITE (LUN,2090)  NDP0
      GO TO 93
   91 WRITE (LUN,2091)  NDP0,IP1,IP2,X1,Y1
      GO TO 93
   92 WRITE (LUN,2092)  NDP0
   93 WRITE (LUN,2093)
      NT=0
      RETURN
C FORMAT STATEMENTS
 2090 FORMAT(1X/23H ***   NDP LESS THAN 4./8H   NDP =,I5)
 2091 FORMAT(1X/29H ***   IDENTICAL DATA POINTS./
     1   8H   NDP =,I5,5X,5HIP1 =,I5,5X,5HIP2 =,I5,
     2   5X,4HXD =,E12.4,5X,4HYD =,E12.4)
 2092 FORMAT(1X/33H ***   ALL COLLINEAR DATA POINTS./
     1   8H   NDP =,I5)
 2093 FORMAT(35H ERROR DETECTED IN ROUTINE   IDTANG/)
      END
      FUNCTION  IDXCHG(X,Y,I1,I2,I3,I4)                                 ID018560
C THIS FUNCTION DETERMINES WHETHER OR NOT THE EXCHANGE OF TWO
C TRIANGLES IS NECESSARY ON THE BASIS OF MAX-MIN-ANGLE CRITERION
C BY C. L. LAWSON.
C THE INPUT PARAMETERS ARE
C     X,Y = ARRAYS CONTAINING THE COORDINATES OF THE DATA
C           POINTS,
C     I1,I2,I3,I4 = POINT NUMBERS OF FOUR POINTS P1, P2,
C           P3, AND P4 THAT FORM A QUADRILATERAL WITH P3
C           AND P4 CONNECTED DIAGONALLY.
C THIS FUNCTION RETURNS AN INTEGER VALUE 1 (ONE) WHEN AN EX-
C CHANGE IS NECESSARY, AND 0 (ZERO) OTHERWISE.
C DECLARATION STATEMENTS
      DIMENSION   X(100),Y(100)
      EQUIVALENCE (C2SQ,C1SQ),(A3SQ,B2SQ),(B3SQ,A1SQ),
     1            (A4SQ,B1SQ),(B4SQ,A2SQ),(C4SQ,C3SQ)
C PRELIMINARY PROCESSING
   10 X1=X(I1)
      Y1=Y(I1)
      X2=X(I2)
      Y2=Y(I2)
      X3=X(I3)
      Y3=Y(I3)
      X4=X(I4)
      Y4=Y(I4)
C CALCULATION
   20 IDX=0
      U3=(Y2-Y3)*(X1-X3)-(X2-X3)*(Y1-Y3)
      U4=(Y1-Y4)*(X2-X4)-(X1-X4)*(Y2-Y4)
      IF(U3*U4.LE.0.0)    GO TO 30
      U1=(Y3-Y1)*(X4-X1)-(X3-X1)*(Y4-Y1)
      U2=(Y4-Y2)*(X3-X2)-(X4-X2)*(Y3-Y2)
      A1SQ=(X1-X3)**2+(Y1-Y3)**2
      B1SQ=(X4-X1)**2+(Y4-Y1)**2
      C1SQ=(X3-X4)**2+(Y3-Y4)**2
      A2SQ=(X2-X4)**2+(Y2-Y4)**2
      B2SQ=(X3-X2)**2+(Y3-Y2)**2
      C3SQ=(X2-X1)**2+(Y2-Y1)**2
      S1SQ=U1*U1/(C1SQ*AMAX1(A1SQ,B1SQ))
      S2SQ=U2*U2/(C2SQ*AMAX1(A2SQ,B2SQ))
      S3SQ=U3*U3/(C3SQ*AMAX1(A3SQ,B3SQ))
      S4SQ=U4*U4/(C4SQ*AMAX1(A4SQ,B4SQ))
      IF(AMIN1(S1SQ,S2SQ).LT.AMIN1(S3SQ,S4SQ))     IDX=1
   30 IDXCHG=IDX
      RETURN
      END
