flopy_swi2_ex3.py

from __future__ import print_function

import os
import sys

import numpy as np

import flopy

import matplotlib.pyplot as plt

# --modify default matplotlib settings
updates = {
    "font.family": ["Univers 57 Condensed", "Arial"],
    "mathtext.default": "regular",
    "pdf.compression": 0,
    "pdf.fonttype": 42,
    "legend.fontsize": 7,
    "axes.labelsize": 8,
    "xtick.labelsize": 7,
    "ytick.labelsize": 7,
}
plt.rcParams.update(updates)


def MergeData(ndim, zdata, tb):
    sv = 0.05
    md = np.empty((ndim), float)
    md.fill(np.nan)
    found = np.empty((ndim), bool)
    found.fill(False)
    for idx, layer in enumerate(zdata):
        for jdx, z in enumerate(layer):
            if found[jdx] == True:
                continue
            t0 = tb[idx][0] - sv
            t1 = tb[idx][1] + sv
            if z < t0 and z > t1:
                md[jdx] = z
                found[jdx] = True
    return md


def LegBar(ax, x0, y0, t0, dx, dy, dt, cc):
    for c in cc:
        ax.plot([x0, x0 + dx], [y0, y0], color=c, linewidth=4)
        ctxt = "{0:=3d} years".format(t0)
        ax.text(x0 + 2.0 * dx, y0 + dy / 2.0, ctxt, size=5)
        y0 += dy
        t0 += dt
    return


def run():
    workspace = "swiex3"

    cleanFiles = False
    fext = "png"
    narg = len(sys.argv)
    iarg = 0
    if narg > 1:
        while iarg < narg - 1:
            iarg += 1
            basearg = sys.argv[iarg].lower()
            if basearg == "--clean":
                cleanFiles = True
            elif basearg == "--pdf":
                fext = "pdf"

    if cleanFiles:
        print("cleaning all files")
        print("excluding *.py files")
        files = os.listdir(workspace)
        for f in files:
            fpth = os.path.join(workspace, f)
            if os.path.isdir(fpth):
                continue
            if ".py" != os.path.splitext(f)[1].lower():
                print("  removing...{}".format(os.path.basename(f)))
                try:
                    os.remove(fpth)
                except:
                    pass
        return 0

    modelname = "swiex3"
    exe_name = "mf2005"

    nlay = 3
    nrow = 1
    ncol = 200
    delr = 20.0
    delc = 1.0
    # well data
    lrcQ1 = np.array([(0, 0, 199, 0.01), (2, 0, 199, 0.02)])
    lrcQ2 = np.array([(0, 0, 199, 0.01 * 0.5), (2, 0, 199, 0.02 * 0.5)])
    # ghb data
    lrchc = np.zeros((30, 5))
    lrchc[:, [0, 1, 3, 4]] = [0, 0, 0.0, 0.8 / 2.0]
    lrchc[:, 2] = np.arange(0, 30)
    # swi2 data
    zini = np.hstack(
        (-9 * np.ones(24), np.arange(-9, -50, -0.5), -50 * np.ones(94))
    )[np.newaxis, :]
    iso = np.zeros((1, 200), dtype=int)
    iso[:, :30] = -2
    # model objects
    ml = flopy.modflow.Modflow(
        modelname, version="mf2005", exe_name=exe_name, model_ws=workspace
    )
    discret = flopy.modflow.ModflowDis(
        ml,
        nrow=nrow,
        ncol=ncol,
        nlay=3,
        delr=delr,
        delc=delc,
        laycbd=[0, 0, 0],
        top=-9.0,
        botm=[-29, -30, -50],
        nper=2,
        perlen=[365 * 1000, 1000 * 365],
        nstp=[500, 500],
    )
    bas = flopy.modflow.ModflowBas(ml, ibound=1, strt=1.0)
    bcf = flopy.modflow.ModflowBcf(
        ml, laycon=[0, 0, 0], tran=[40.0, 1, 80.0], vcont=[0.005, 0.005]
    )
    wel = flopy.modflow.ModflowWel(ml, stress_period_data={0: lrcQ1, 1: lrcQ2})
    ghb = flopy.modflow.ModflowGhb(ml, stress_period_data={0: lrchc})
    swi = flopy.modflow.ModflowSwi2(
        ml,
        iswizt=55,
        nsrf=1,
        istrat=1,
        toeslope=0.01,
        tipslope=0.04,
        nu=[0, 0.025],
        zeta=[zini, zini, zini],
        ssz=0.2,
        isource=iso,
        nsolver=1,
    )
    oc = flopy.modflow.ModflowOc(ml, save_every=100, save_types=["save head"])
    pcg = flopy.modflow.ModflowPcg(ml)
    # write the model files
    ml.write_input()
    # run the model
    m = ml.run_model(silent=True)

    headfile = os.path.join(workspace, "{}.hds".format(modelname))
    hdobj = flopy.utils.HeadFile(headfile)
    head = hdobj.get_data(totim=3.65000e05)

    zetafile = os.path.join(workspace, "{}.zta".format(modelname))
    zobj = flopy.utils.CellBudgetFile(zetafile)
    zkstpkper = zobj.get_kstpkper()
    zeta = []
    for kk in zkstpkper:
        zeta.append(zobj.get_data(kstpkper=kk, text="ZETASRF  1")[0])
    zeta = np.array(zeta)

    fwid, fhgt = 7.00, 4.50
    flft, frgt, fbot, ftop = 0.125, 0.95, 0.125, 0.925

    colormap = plt.cm.plasma  # winter
    cc = []
    icolor = 11
    cr = np.linspace(0.0, 0.9, icolor)
    for idx in cr:
        cc.append(colormap(idx))
    lw = 0.5

    x = np.arange(-30 * delr + 0.5 * delr, (ncol - 30) * delr, delr)
    xedge = np.linspace(-30.0 * delr, (ncol - 30.0) * delr, len(x) + 1)
    zedge = [[-9.0, -29.0], [-29.0, -30.0], [-30.0, -50.0]]

    fig = plt.figure(figsize=(fwid, fhgt), facecolor="w")
    fig.subplots_adjust(
        wspace=0.25, hspace=0.25, left=flft, right=frgt, bottom=fbot, top=ftop
    )

    ax = fig.add_subplot(311)
    ax.text(
        -0.075,
        1.05,
        "A",
        transform=ax.transAxes,
        va="center",
        ha="center",
        size="8",
    )
    # confining unit
    ax.fill(
        [-600, 3400, 3400, -600],
        [-29, -29, -30, -30],
        fc=[0.8, 0.8, 0.8],
        ec=[0.8, 0.8, 0.8],
    )
    #
    z = np.copy(zini[0, :])
    zr = z.copy()
    p = (zr < -9.0) & (zr > -50.0)
    ax.plot(x[p], zr[p], color=cc[0], linewidth=lw, drawstyle="steps-mid")
    #
    for i in range(5):
        zt = MergeData(
            ncol, [zeta[i, 0, 0, :], zeta[i, 1, 0, :], zeta[i, 2, 0, :]], zedge
        )
        dr = zt.copy()
        ax.plot(x, dr, color=cc[i + 1], linewidth=lw, drawstyle="steps-mid")
    # Manufacture a legend bar
    LegBar(ax, -200.0, -33.75, 0, 25, -2.5, 200, cc[0:6])
    # axes
    ax.set_ylim(-50, -9)
    ax.set_ylabel("Elevation, in meters")
    ax.set_xlim(-250.0, 2500.0)

    ax = fig.add_subplot(312)
    ax.text(
        -0.075,
        1.05,
        "B",
        transform=ax.transAxes,
        va="center",
        ha="center",
        size="8",
    )
    # confining unit
    ax.fill(
        [-600, 3400, 3400, -600],
        [-29, -29, -30, -30],
        fc=[0.8, 0.8, 0.8],
        ec=[0.8, 0.8, 0.8],
    )
    #
    for i in range(4, 10):
        zt = MergeData(
            ncol, [zeta[i, 0, 0, :], zeta[i, 1, 0, :], zeta[i, 2, 0, :]], zedge
        )
        dr = zt.copy()
        ax.plot(x, dr, color=cc[i + 1], linewidth=lw, drawstyle="steps-mid")
    # Manufacture a legend bar
    LegBar(ax, -200.0, -33.75, 1000, 25, -2.5, 200, cc[5:11])
    # axes
    ax.set_ylim(-50, -9)
    ax.set_ylabel("Elevation, in meters")
    ax.set_xlim(-250.0, 2500.0)

    ax = fig.add_subplot(313)
    ax.text(
        -0.075,
        1.05,
        "C",
        transform=ax.transAxes,
        va="center",
        ha="center",
        size="8",
    )
    # confining unit
    ax.fill(
        [-600, 3400, 3400, -600],
        [-29, -29, -30, -30],
        fc=[0.8, 0.8, 0.8],
        ec=[0.8, 0.8, 0.8],
    )
    #
    zt = MergeData(
        ncol, [zeta[4, 0, 0, :], zeta[4, 1, 0, :], zeta[4, 2, 0, :]], zedge
    )
    ax.plot(
        x,
        zt,
        marker="o",
        markersize=3,
        linewidth=0.0,
        markeredgecolor="blue",
        markerfacecolor="None",
    )
    # ghyben herzberg
    zeta1 = -9 - 40.0 * (head[0, 0, :])
    gbh = np.empty(len(zeta1), float)
    gbho = np.empty(len(zeta1), float)
    for idx, z1 in enumerate(zeta1):
        if z1 >= -9.0 or z1 <= -50.0:
            gbh[idx] = np.nan
            gbho[idx] = 0.0
        else:
            gbh[idx] = z1
            gbho[idx] = z1
    ax.plot(x, gbh, "r")
    np.savetxt(os.path.join(workspace, "Ghyben-Herzberg.out"), gbho)
    # fake figures
    ax.plot([-100.0, -100], [-100.0, -100], "r", label="Ghyben-Herzberg")
    ax.plot(
        [-100.0, -100],
        [-100.0, -100],
        "bo",
        markersize=3,
        markeredgecolor="blue",
        markerfacecolor="None",
        label="SWI2",
    )
    # legend
    leg = ax.legend(loc="lower left", numpoints=1)
    leg._drawFrame = False
    # axes
    ax.set_ylim(-50, -9)
    ax.set_xlabel("Horizontal distance, in meters")
    ax.set_ylabel("Elevation, in meters")
    ax.set_xlim(-250.0, 2500.0)

    outfig = os.path.join(workspace, "Figure08_swi2ex3.{0}".format(fext))
    fig.savefig(outfig, dpi=300)
    print("created...", outfig)

    return 0


if __name__ == "__main__":
    success = run()