def test_sp_discharges_new():
    input_str = os.path.join(_THIS_DIR, 'test_sp_params_discharge_new.txt')
    inputs = ModelParameterDictionary(input_str)
    nrows = 5
    ncols = 5
    dx = inputs.read_float('dx')
    dt = inputs.read_float('dt')

    mg = RasterModelGrid(nrows, ncols, dx)
    mg.add_zeros('topographic__elevation', at='node')
    z = np.array([
        5., 5., 0., 5., 5., 5., 2., 1., 2., 5., 5., 3., 2., 3., 5., 5., 4., 4.,
        4., 5., 5., 5., 5., 5., 5.
    ])
    mg['node']['topographic__elevation'] = z

    fr = FlowRouter(mg)
    sp = StreamPowerEroder(mg, **inputs)

    # perform the loop (once!)
    for i in range(1):
        fr.route_flow()
        sp.run_one_step(dt)

    z_tg = np.array([
        5.00000000e+00, 5.00000000e+00, 0.00000000e+00, 5.00000000e+00,
        5.00000000e+00, 5.00000000e+00, 1.29289322e+00, 1.00000000e-06,
        1.29289322e+00, 5.00000000e+00, 5.00000000e+00, 2.29289322e+00,
        1.00000000e+00, 2.29289322e+00, 5.00000000e+00, 5.00000000e+00,
        3.29289322e+00, 3.00000000e+00, 3.29289322e+00, 5.00000000e+00,
        5.00000000e+00, 5.00000000e+00, 5.00000000e+00, 5.00000000e+00,
        5.00000000e+00
    ])

    assert_array_almost_equal(mg.at_node['topographic__elevation'], z_tg)
def test_sed_dep_new():
    """
    This tests only the power_law version of the SDE.
    It uses a landscape run to 5000 100y iterations, then having experienced
    a 20-fold uplift acceleration for a further 30000 y. It tests the outcome
    of the next 1000 y of erosion.
    """
    mg = RasterModelGrid((25, 50), 200.)
    for edge in (mg.nodes_at_left_edge, mg.nodes_at_top_edge,
                 mg.nodes_at_right_edge):
        mg.status_at_node[edge] = CLOSED_BOUNDARY

    z = mg.add_zeros('node', 'topographic__elevation')

    fr = FlowRouter(mg)
    sde = SedDepEroder(mg, K_sp=1.e-4, sed_dependency_type='almost_parabolic',
                       Qc='power_law', K_t=1.e-4)

    initconds = os.path.join(os.path.dirname(__file__),
                             'perturbedcondst300.txt')
    finalconds = os.path.join(os.path.dirname(__file__),
                              'tenmorestepsfrom300.txt')
    z[:] = np.loadtxt(initconds)

    dt = 100.
    up = 0.05

    for i in range(10):
        fr.route_flow()
        sde.run_one_step(dt)
        z[mg.core_nodes] += 20.*up

    assert_array_almost_equal(z, np.loadtxt(finalconds))
def test_sp_discharges_new():
    input_str = os.path.join(_THIS_DIR, 'test_sp_params_discharge_new.txt')
    inputs = ModelParameterDictionary(input_str, auto_type=True)
    nrows = 5
    ncols = 5
    dx = inputs.read_float('dx')
    dt = inputs.read_float('dt')

    mg = RasterModelGrid(nrows, ncols, dx)
    mg.add_zeros('topographic__elevation', at='node')
    z = np.array([5., 5., 0., 5., 5.,
                  5., 2., 1., 2., 5.,
                  5., 3., 2., 3., 5.,
                  5., 4., 4., 4., 5.,
                  5., 5., 5., 5., 5.])
    mg['node']['topographic__elevation'] = z

    fr = FlowRouter(mg)
    sp = StreamPowerEroder(mg, **inputs)

    # perform the loop (once!)
    for i in range(1):
        fr.route_flow()
        sp.run_one_step(dt)

    z_tg = np.array([5.        ,  5.        ,  0.        ,  5.        ,
                     5.        ,  5.        ,  1.47759225,  0.43050087,
                     1.47759225,  5.        ,  5.        ,  2.32883687,
                     1.21525044,  2.32883687,  5.        ,  5.        ,
                     3.27261262,  3.07175015,  3.27261262,  5.        ,
                     5.        ,  5.        ,  5.        ,  5.        ,
                     5.        ])

    assert_array_almost_equal(mg.at_node['topographic__elevation'], z_tg)
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def test_voronoi_closedinternal():
    """Test routing on a (radial) voronoi, but with a closed interior node."""
    vmg = RadialModelGrid(2, dr=2.)
    z = np.full(20, 10., dtype=float)
    all_bounds_but_one = np.array((0, 1, 2, 3, 4, 7, 11, 15, 16, 17, 18, 19))
    vmg.status_at_node[all_bounds_but_one] = CLOSED_BOUNDARY
    vmg.status_at_node[8] = CLOSED_BOUNDARY  # new internal closed
    z[12] = 0.  # outlet
    inner_elevs = (8., 7., 1., 6., 4., 5.)
    z[vmg.core_nodes] = np.array(inner_elevs)
    vmg.add_field("node", "topographic__elevation", z, units="-")
    fr = FlowRouter(vmg)

    cells_contributing = [
        np.array([0]),
        np.array([1]),
        np.array([0, 1, 3, 4, 5, 6]),
        np.array([1, 4]),
        np.array([1, 4, 5, 6]),
        np.array([1, 4, 6]),
    ]

    A_target_internal = np.zeros(vmg.number_of_core_nodes, dtype=float)
    for i in range(6):
        A_target_internal[i] = vmg.area_of_cell[cells_contributing[i]].sum()
    A_target_outlet = vmg.area_of_cell[vmg.cell_at_node[vmg.core_nodes]].sum()
    fr.route_flow()

    assert vmg.at_node["drainage_area"][vmg.core_nodes] == approx(A_target_internal)
    assert vmg.at_node["drainage_area"][12] == approx(A_target_outlet)
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def test_stupid_shaped_hole(sink_grid4):
    """Tests inclined fill into a surface with a deliberately awkward shape."""
    fr = FlowRouter(sink_grid4)
    hf = SinkFiller(sink_grid4, apply_slope=True)
    hf.fill_pits()
    hole1 = np.array(
        [
            4.00007692,
            4.00015385,
            4.00023077,
            4.00030769,
            4.00038462,
            4.00046154,
            4.00053846,
            4.00061538,
            4.00069231,
            4.00076923,
            4.00084615,
        ]
    )
    hole2 = np.array([7.4, 7.2, 7.6])

    assert_array_almost_equal(
        sink_grid4.at_node["topographic__elevation"][sink_grid4.lake1], hole1
    )
    assert_array_almost_equal(
        sink_grid4.at_node["topographic__elevation"][sink_grid4.lake2], hole2
    )
    fr.route_flow()
    assert sink_grid4.at_node["flow__sink_flag"][sink_grid4.core_nodes].sum() == 0
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def test_sp_discharges_new():
    input_str = os.path.join(_THIS_DIR, 'test_sp_params_discharge_new.txt')
    inputs = ModelParameterDictionary(input_str, auto_type=True)
    nrows = 5
    ncols = 5
    dx = inputs.read_float('dx')
    dt = inputs.read_float('dt')

    mg = RasterModelGrid(nrows, ncols, dx)
    mg.add_zeros('topographic__elevation', at='node')
    z = np.array([
        5., 5., 0., 5., 5., 5., 2., 1., 2., 5., 5., 3., 2., 3., 5., 5., 4., 4.,
        4., 5., 5., 5., 5., 5., 5.
    ])
    mg['node']['topographic__elevation'] = z

    fr = FlowRouter(mg)
    sp = StreamPowerEroder(mg, **inputs)

    # perform the loop (once!)
    for i in range(1):
        fr.route_flow()
        sp.run_one_step(dt)

    z_tg = np.array([
        5., 5., 0., 5., 5., 5., 1.47759225, 0.43050087, 1.47759225, 5., 5.,
        2.32883687, 1.21525044, 2.32883687, 5., 5., 3.27261262, 3.07175015,
        3.27261262, 5., 5., 5., 5., 5., 5.
    ])

    assert_array_almost_equal(mg.at_node['topographic__elevation'], z_tg)
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def test_filler_inclined2(sink_grid3):
    """
    Tests an inclined fill into an inclined surface, with two holes.
    """
    z_init = sink_grid3.at_node["topographic__elevation"].copy()
    fr = FlowRouter(sink_grid3)
    hf = SinkFiller(sink_grid3, apply_slope=True)

    hf.fill_pits()
    hole1 = np.array(
        [
            4.00009091,
            4.00018182,
            4.00027273,
            4.00036364,
            4.00045455,
            4.00054545,
            4.00063636,
            4.00072727,
            4.00081818,
        ]
    )
    hole2 = np.array([7.16666667, 7.33333333, 7.5, 7.66666667])
    assert_array_almost_equal(
        sink_grid3.at_node["topographic__elevation"][sink_grid3.lake1], hole1
    )
    assert_array_almost_equal(
        sink_grid3.at_node["topographic__elevation"][sink_grid3.lake2], hole2
    )
    fr.route_flow()
    assert sink_grid3.at_node["flow__sink_flag"][sink_grid3.core_nodes].sum() == 0
Exemple #8
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def test_degenerate_drainage():
    """
    This "hourglass" configuration should be one of the hardest to correctly
    re-route.
    """
    mg = RasterModelGrid(9, 5)
    z_init = mg.node_x.copy()*0.0001 + 1.
    lake_pits = np.array([7, 11, 12, 13, 17, 27, 31, 32, 33, 37])
    z_init[lake_pits] = -1.
    z_init[22] = 0.  # the common spill pt for both lakes
    z_init[21] = 0.1  # an adverse bump in the spillway
    z_init[20] = -0.2  # the spillway
    z = mg.add_field('node', 'topographic__elevation', z_init)

    fr = FlowRouter(mg)
    lf = DepressionFinderAndRouter(mg)
    fr.route_flow()
    lf.map_depressions()

    correct_A = np.array([ 0.,   0.,   0.,   0.,   0.,
                           0.,   1.,   3.,   1.,   0.,
                           0.,   5.,   1.,   2.,   0.,
                           0.,   1.,  10.,   1.,   0.,
                          21.,  21.,   1.,   1.,   0.,
                           0.,   1.,   9.,   1.,   0.,
                           0.,   3.,   1.,   2.,   0.,
                           0.,   1.,   1.,   1.,   0.,
                           0.,   0.,   0.,   0.,   0.])
    
    thelake = np.concatenate((lake_pits, [22])).sort()

    assert_array_almost_equal(mg.at_node['drainage_area'], correct_A)
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def test_sp_voronoi():
    nnodes = 100

    np.random.seed(0)
    x = np.random.rand(nnodes)
    np.random.seed(1)
    y = np.random.rand(nnodes)
    mg = VoronoiDelaunayGrid(x, y)

    np.random.seed(2)
    z = mg.add_field('node', 'topographic__elevation',
                     np.random.rand(nnodes) / 10000., copy=False)

    fr = FlowRouter(mg)
    spe = StreamPowerEroder(mg, os.path.join(_THIS_DIR,
                                             'drive_sp_params_voronoi.txt'))

    for i in range(10):
        z[mg.core_nodes] += 0.01
        fr.route_flow()
        spe.erode(mg, 1.)

    z_tg = np.array([4.35994902e-05,   2.59262318e-06,   5.49662478e-05,
                     4.36094902e-05,   4.20367802e-05,   2.16664196e-03,
                     1.23484520e-02,   4.07654109e-02,   5.69974645e-02,
                     4.71086393e-02,   5.55056467e-02,   5.53655860e-02,
                     4.87984556e-02,   6.62132007e-02,   7.33132951e-02,
                     6.10003971e-02,   8.53975293e-05,   4.90709812e-02,
                     7.84728490e-02,   8.26091298e-02,   5.05246090e-05,
                     3.69289510e-02,   7.56743264e-02,   2.52850671e-02,
                     6.80517443e-02,   5.96745309e-05,   3.86335644e-02,
                     4.12526935e-02,   7.78476139e-02,   7.18165632e-02,
                     7.62359762e-02,   6.65702961e-02,   9.04684278e-02,
                     7.37203974e-02,   9.16862054e-02,   4.11168411e-02,
                     4.36498947e-02,   9.04430763e-02,   1.42123575e-02,
                     8.02734138e-02,   8.34895711e-02,   4.51564589e-02,
                     6.47124169e-02,   9.52317640e-02,   6.01917122e-05,
                     7.11667309e-02,   8.00463179e-02,   9.40668605e-02,
                     9.33247720e-02,   7.34011920e-02,   7.30924467e-02,
                     6.21387674e-02,   9.66278589e-02,   8.64266637e-02,
                     9.06100497e-02,   7.19991365e-02,   1.07162442e-02,
                     8.68685360e-02,   7.40515066e-02,   2.73264483e-02,
                     9.55406046e-02,   6.01817121e-05,   3.28663723e-02,
                     8.60706344e-02,   9.56285286e-02,   4.24741937e-02,
                     5.64139004e-03,   8.72373392e-02,   9.04304841e-02,
                     8.83708170e-02,   5.04000439e-05,   6.47845229e-02,
                     8.77304766e-02,   4.40894724e-02,   8.08029139e-02,
                     4.52732792e-02,   6.35806712e-02,   6.71004941e-02,
                     7.32682350e-02,   4.88067087e-02,   2.14920377e-02,
                     2.55509418e-06,   8.25346959e-02,   8.12610977e-02,
                     3.75778123e-02,   2.20818912e-02,   2.45940192e-02,
                     4.43365163e-02,   4.93255141e-02,   6.23517572e-02,
                     5.99594648e-02,   4.17977098e-06,   4.96450779e-02,
                     3.72952724e-02,   2.26332108e-03,   1.69925430e-02,
                     1.99835635e-02,   6.61481327e-05,   1.70477133e-05,
                     8.81652236e-05]  )

    assert_array_almost_equal(mg.at_node['topographic__elevation'], z_tg)
Exemple #10
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def test_sp_voronoi():
    nnodes = 100

    np.random.seed(0)
    x = np.random.rand(nnodes)
    np.random.seed(1)
    y = np.random.rand(nnodes)
    mg = VoronoiDelaunayGrid(x, y)

    np.random.seed(2)
    z = mg.add_field('node', 'topographic__elevation',
                     np.random.rand(nnodes) / 10000., copy=False)

    fr = FlowRouter(mg)
    spe = StreamPowerEroder(mg, os.path.join(_THIS_DIR,
                                             'drive_sp_params_voronoi.txt'))

    for i in range(10):
        z[mg.core_nodes] += 0.01
        fr.route_flow()
        spe.erode(mg, 1.)

    z_tg = np.array([4.35994902e-05,   2.59262318e-06,   5.49662478e-05,
                     6.56738615e-03,   4.20367802e-05,   1.21371424e-02,
                     2.16596169e-02,   4.73320898e-02,   6.00389761e-02,
                     5.22007356e-02,   5.37507115e-02,   5.95794752e-02,
                     5.29862904e-02,   6.76465914e-02,   7.31720024e-02,
                     6.18730861e-02,   8.53975293e-05,   5.32189275e-02,
                     7.34302556e-02,   8.07385044e-02,   5.05246090e-05,
                     4.08940657e-02,   7.39971005e-02,   3.31915602e-02,
                     6.72650419e-02,   5.96745309e-05,   4.72752445e-02,
                     3.60359567e-02,   7.59432065e-02,   7.24461985e-02,
                     7.80305760e-02,   4.93866869e-02,   8.69642467e-02,
                     7.21627626e-02,   8.96368291e-02,   4.65142080e-02,
                     6.07720217e-02,   8.83372939e-02,   2.35887558e-02,
                     7.97616193e-02,   8.35615355e-02,   4.61809032e-02,
                     6.34634214e-02,   9.25711770e-02,   4.11717225e-03,
                     7.24493623e-02,   7.97908053e-02,   9.10375623e-02,
                     9.13155023e-02,   7.10567915e-02,   7.35271752e-02,
                     6.13091341e-02,   9.45498463e-02,   8.48532386e-02,
                     8.82702021e-02,   7.14969941e-02,   2.22640943e-02,
                     8.53311932e-02,   7.49161159e-02,   3.48837223e-02,
                     9.30132692e-02,   6.01817121e-05,   3.87455443e-02,
                     8.44673586e-02,   9.35213577e-02,   6.76075824e-02,
                     1.58614508e-02,   8.51346837e-02,   8.83645680e-02,
                     8.69944117e-02,   5.04000439e-05,   5.02319084e-02,
                     8.63882765e-02,   5.00991880e-02,   7.65156630e-02,
                     5.07591983e-02,   6.54909962e-02,   6.91505342e-02,
                     7.33358371e-02,   5.30109890e-02,   2.99074601e-02,
                     2.55509418e-06,   8.21523907e-02,   8.09368483e-02,
                     4.35073025e-02,   3.04096109e-02,   3.26298627e-02,
                     4.92259177e-02,   5.48690358e-02,   6.44732130e-02,
                     6.28133567e-02,   4.17977098e-06,   5.37149677e-02,
                     4.32828136e-02,   1.30559903e-02,   2.62405261e-02,
                     2.86079272e-02,   6.61481327e-05,   1.70477133e-05,
                     8.81652236e-05])

    assert_array_almost_equal(mg.at_node['topographic__elevation'], z_tg)
def test_internal_closed():
    """Test closed nodes in the core of the grid."""
    fr = FlowRouter(mg)
    fr.route_flow()
    assert_array_almost_equal(A_target, mg.at_node["drainage_area"])
    assert_array_equal(frcvr_target, mg.at_node["flow__receiver_node"])
    assert_array_equal(links2rcvr_target, mg.at_node["flow__link_to_receiver_node"])
    assert_array_almost_equal(A_target, mg.at_node["water__discharge"])
    assert_array_almost_equal(steepest_target, mg.at_node["topographic__steepest_slope"])
def test_irreg_topo_new():
    """Test D4 routing on a toy irregular topo. 'method' passed to init."""
    fr = FlowRouter(mg, method="D4")
    fr.route_flow()
    assert_array_equal(A_target_D4, mg.at_node["drainage_area"])
    assert_array_equal(frcvr_target_D4, mg.at_node["flow__receiver_node"])
    assert_array_equal(upids_target_D4, mg.at_node["flow__upstream_node_order"])
    assert_array_equal(links2rcvr_target_D4, mg.at_node["flow__link_to_receiver_node"])
    assert_array_almost_equal(steepest_target_D4, mg.at_node["topographic__steepest_slope"])
def test_accumulate_D8():
    """Test accumulation works for D8 in a simple scenario."""
    fr = FlowRouter(mg)
    fr.route_flow()
    assert_array_equal(A_target, mg.at_node["drainage_area"])
    assert_array_equal(frcvr_target, mg.at_node["flow__receiver_node"])
    assert_array_equal(upids_target, mg.at_node["flow__upstream_node_order"])
    assert_array_equal(links2rcvr_target, mg.at_node["flow__link_to_receiver_node"])
    assert_array_equal(A_target, mg.at_node["water__discharge"])
    assert_array_equal(steepest_target, mg.at_node["topographic__steepest_slope"])
Exemple #14
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def test_internal_closed():
    """Test closed nodes in the core of the grid."""
    fr = FlowRouter(mg)
    fr.route_flow()
    assert_array_almost_equal(A_target, mg.at_node['drainage_area'])
    assert_array_equal(frcvr_target, mg.at_node['flow_receiver'])
    assert_array_equal(links2rcvr_target, mg.at_node['links_to_flow_receiver'])
    assert_array_almost_equal(A_target, mg.at_node['water__volume_flux'])
    assert_array_almost_equal(steepest_target,
                              mg.at_node['topographic__steepest_slope'])
Exemple #15
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def test_three_pits():
    """
    A test to ensure the component correctly handles cases where there are
    multiple pits.
    """
    mg = RasterModelGrid(10,10,1.)
    z = mg.add_field('node', 'topographic__elevation', mg.node_x.copy())
    # a sloping plane
    #np.random.seed(seed=0)
    #z += np.random.rand(100)/10000.
    # punch some holes
    z[33] = 1.
    z[43] = 1.
    z[37] = 4.
    z[74:76] = 1.
    fr = FlowRouter(mg)
    lf = DepressionFinderAndRouter(mg)
    fr.route_flow()
    lf.map_depressions()
    
    flow_sinks_target = np.zeros(100, dtype=bool)
    flow_sinks_target[mg.boundary_nodes] = True
    # no internal sinks now:
    assert_array_equal(mg.at_node['flow__sink_flag'], flow_sinks_target)
    
    # test conservation of mass:
    assert_almost_equal(mg.at_node['drainage_area'
                                       ].reshape((10,10))[1:-1,1].sum(), 8.**2)
    # ^all the core nodes
    
    # test the actual flow field:
    nA = np.array([  0.,   0.,   0.,   0.,   0.,   0.,   0.,   0.,   0.,   0.,
                     8.,   8.,   7.,   6.,   5.,   4.,   3.,   2.,   1.,   0.,
                     2.,   2.,   1.,   1.,   2.,   1.,   1.,   1.,   1.,   0.,
                    26.,  26.,  25.,  15.,  11.,  10.,   9.,   8.,   1.,   0.,
                     2.,   2.,   1.,   9.,   2.,   1.,   1.,   1.,   1.,   0.,
                     2.,   2.,   1.,   1.,   5.,   4.,   3.,   2.,   1.,   0.,
                     2.,   2.,   1.,   1.,   1.,   1.,   3.,   2.,   1.,   0.,
                    20.,  20.,  19.,  18.,  17.,  12.,   3.,   2.,   1.,   0.,
                     2.,   2.,   1.,   1.,   1.,   1.,   3.,   2.,   1.,   0.,
                     0.,   0.,   0.,   0.,   0.,   0.,   0.,   0.,   0.,   0.])
    assert_array_equal(mg.at_node['drainage_area'], nA)
    
    #test a couple more properties:
    lc = np.empty(100, dtype=int)
    lc.fill(XX)
    lc[33] = 33
    lc[43] = 33
    lc[37] = 37
    lc[74:76] = 74
    assert_array_equal(lf.lake_map, lc)
    assert_array_equal(lf.lake_codes, [33, 37, 74])
    assert_equal(lf.number_of_lakes, 3)
    assert_array_almost_equal(lf.lake_areas, [2., 1., 2.])
    assert_array_almost_equal(lf.lake_volumes, [2., 2., 4.])
Exemple #16
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def test_accumulate_D8():
    """Test accumulation works for D8 in a simple scenario."""
    fr = FlowRouter(mg)
    fr.route_flow()
    assert_array_equal(A_target, mg.at_node['drainage_area'])
    assert_array_equal(frcvr_target, mg.at_node['flow_receiver'])
    assert_array_equal(upids_target, mg.at_node['upstream_node_order'])
    assert_array_equal(links2rcvr_target, mg.at_node['links_to_flow_receiver'])
    assert_array_equal(A_target, mg.at_node['water__volume_flux'])
    assert_array_equal(steepest_target,
                       mg.at_node['topographic__steepest_slope'])
Exemple #17
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def test_irreg_topo_new():
    """Test D4 routing on a toy irregular topo. 'method' passed to init."""
    fr = FlowRouter(mg, method='D4')
    fr.route_flow()
    assert_array_equal(A_target_D4, mg.at_node['drainage_area'])
    assert_array_equal(frcvr_target_D4, mg.at_node['flow_receiver'])
    assert_array_equal(upids_target_D4, mg.at_node['upstream_node_order'])
    assert_array_equal(links2rcvr_target_D4,
                       mg.at_node['links_to_flow_receiver'])
    assert_array_almost_equal(steepest_target_D4,
                              mg.at_node['topographic__steepest_slope'])
Exemple #18
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def test_variable_Qin():
    """Test variable Qin field."""
    Qin_local = np.zeros(25, dtype=float)
    Qin_local[13] = 2.
    mg.add_field('node', 'water__unit_flux_in', Qin_local, units='m**3/s')
    fr = FlowRouter(mg)
    fr.route_flow()
    Qout_local = np.zeros_like(Qin_local)
    Qout_local[10:14] = 200.
    assert_array_equal(Qout_local, mg.at_node['surface_water__discharge'])
    assert_array_equal(A_target, mg.at_node['drainage_area'])
Exemple #19
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def test_irreg_topo():
    """Test D8 routing on a toy irregular topo."""
    fr = FlowRouter(mg)
    fr.route_flow()
    assert_array_equal(A_target_D8, mg.at_node['drainage_area'])
    assert_array_equal(frcvr_target_D8, mg.at_node['flow__receiver_node'])
    assert_array_equal(upids_target_D8, mg.at_node['flow__upstream_node_order'])
    assert_array_equal(links2rcvr_target_D8,
                       mg.at_node['flow__link_to_receiver_node'])
    assert_array_almost_equal(steepest_target_D8,
                              mg.at_node['topographic__steepest_slope'])
Exemple #20
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def test_variable_Qin(dans_grid1):
    """Test variable Qin field."""
    Qin_local = np.zeros(25, dtype=float)
    Qin_local[13] = 2.
    dans_grid1.mg.add_field("node", "water__unit_flux_in", Qin_local, units="m**3/s")
    fr = FlowRouter(dans_grid1.mg)
    fr.route_flow()
    Qout_local = np.zeros_like(Qin_local)
    Qout_local[10:14] = 200.
    assert_array_equal(Qout_local, dans_grid1.mg.at_node["surface_water__discharge"])
    assert_array_equal(dans_grid1.A_target, dans_grid1.mg.at_node["drainage_area"])
Exemple #21
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def test_sp_voronoi():
    nnodes = 100

    np.random.seed(0)
    x = np.random.rand(nnodes)
    np.random.seed(1)
    y = np.random.rand(nnodes)
    mg = VoronoiDelaunayGrid(x, y)

    np.random.seed(2)
    z = mg.add_field('node',
                     'topographic__elevation',
                     np.random.rand(nnodes) / 10000.,
                     copy=False)

    fr = FlowRouter(mg)
    spe = StreamPowerEroder(
        mg, os.path.join(_THIS_DIR, 'drive_sp_params_voronoi.txt'))

    for i in range(10):
        z[mg.core_nodes] += 0.01
        fr.route_flow()
        spe.erode(mg, 1.)

    z_tg = np.array([
        4.35994902e-05, 2.59262318e-06, 5.49662478e-05, 4.36094902e-05,
        4.20367802e-05, 2.16664196e-03, 1.23484520e-02, 4.07654109e-02,
        5.69974645e-02, 4.71086393e-02, 5.55056467e-02, 5.53655860e-02,
        4.87984556e-02, 6.62132007e-02, 7.33132951e-02, 6.10003971e-02,
        8.53975293e-05, 4.90709812e-02, 7.84728490e-02, 8.26091298e-02,
        5.05246090e-05, 3.69289510e-02, 7.56743264e-02, 2.52850671e-02,
        6.80517443e-02, 5.96745309e-05, 3.86335644e-02, 4.12526935e-02,
        7.78476139e-02, 7.18165632e-02, 7.62359762e-02, 6.65702961e-02,
        9.04684278e-02, 7.37203974e-02, 9.16862054e-02, 4.11168411e-02,
        4.36498947e-02, 9.04430763e-02, 1.42123575e-02, 8.02734138e-02,
        8.34895711e-02, 4.51564589e-02, 6.47124169e-02, 9.52317640e-02,
        6.01917122e-05, 7.11667309e-02, 8.00463179e-02, 9.40668605e-02,
        9.33247720e-02, 7.34011920e-02, 7.30924467e-02, 6.21387674e-02,
        9.66278589e-02, 8.64266637e-02, 9.06100497e-02, 7.19991365e-02,
        1.07162442e-02, 8.68685360e-02, 7.40515066e-02, 2.73264483e-02,
        9.55406046e-02, 6.01817121e-05, 3.28663723e-02, 8.60706344e-02,
        9.56285286e-02, 4.24741937e-02, 5.64139004e-03, 8.72373392e-02,
        9.04304841e-02, 8.83708170e-02, 5.04000439e-05, 6.47845229e-02,
        8.77304766e-02, 4.40894724e-02, 8.08029139e-02, 4.52732792e-02,
        6.35806712e-02, 6.71004941e-02, 7.32682350e-02, 4.88067087e-02,
        2.14920377e-02, 2.55509418e-06, 8.25346959e-02, 8.12610977e-02,
        3.75778123e-02, 2.20818912e-02, 2.45940192e-02, 4.43365163e-02,
        4.93255141e-02, 6.23517572e-02, 5.99594648e-02, 4.17977098e-06,
        4.96450779e-02, 3.72952724e-02, 2.26332108e-03, 1.69925430e-02,
        1.99835635e-02, 6.61481327e-05, 1.70477133e-05, 8.81652236e-05
    ])

    assert_array_almost_equal(mg.at_node['topographic__elevation'], z_tg)
Exemple #22
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def test_sp_new():
    """
    Tests new style component instantiation and run.
    """
    input_str = os.path.join(_THIS_DIR, 'drive_sp_params.txt')
    inputs = ModelParameterDictionary(input_str, auto_type=True)
    nrows = inputs.read_int('nrows')
    ncols = inputs.read_int('ncols')
    dx = inputs.read_float('dx')
    dt = inputs.read_float('dt')
    time_to_run = inputs.read_float('run_time')
    uplift = inputs.read_float('uplift_rate')
    init_elev = inputs.read_float('init_elev')

    mg = RasterModelGrid((nrows, ncols), spacing=(dx, dx))
    mg.set_closed_boundaries_at_grid_edges(False, False, True, True)

    mg.add_zeros('topographic__elevation', at='node')
    z = mg.zeros(at='node') + init_elev
    numpy.random.seed(0)
    mg['node']['topographic__elevation'] = z + \
        numpy.random.rand(len(z)) / 1000.

    fr = FlowRouter(mg)
    sp = StreamPowerEroder(mg, **inputs)
    elapsed_time = 0.
    while elapsed_time < time_to_run:
        if elapsed_time + dt > time_to_run:
            dt = time_to_run - elapsed_time
        fr.route_flow()
        sp.run_one_step(dt)
        mg.at_node['topographic__elevation'][mg.core_nodes] += uplift * dt
        elapsed_time += dt

    z_trg = numpy.array([5.48813504e-04,   7.15189366e-04,   6.02763376e-04,
                         5.44883183e-04,   4.23654799e-04,   6.45894113e-04,
                         1.01830760e-02,   9.58036770e-03,   6.55865452e-03,
                         3.83441519e-04,   7.91725038e-04,   1.00142749e-02,
                         8.80798884e-03,   5.78387585e-03,   7.10360582e-05,
                         8.71292997e-05,   9.81911417e-03,   9.52243406e-03,
                         7.55093226e-03,   8.70012148e-04,   9.78618342e-04,
                         1.00629755e-02,   8.49253798e-03,   5.33216680e-03,
                         1.18274426e-04,   6.39921021e-04,   9.88956320e-03,
                         9.47119567e-03,   6.43790696e-03,   4.14661940e-04,
                         2.64555612e-04,   1.00450743e-02,   8.37262908e-03,
                         5.21540904e-03,   1.87898004e-05,   6.17635497e-04,
                         9.21286940e-03,   9.34022513e-03,   7.51114450e-03,
                         6.81820299e-04,   3.59507901e-04,   6.19166921e-03,
                         7.10456176e-03,   6.62585507e-03,   6.66766715e-04,
                         6.70637870e-04,   2.10382561e-04,   1.28926298e-04,
                         3.15428351e-04,   3.63710771e-04])

    assert_array_almost_equal(mg.at_node['topographic__elevation'], z_trg)
def test_irreg_topo_old():
    """
    Test D4 routing on a toy irregular topo, old style, where 'method' is
    passed to the run method, not the init.
    """
    fr = FlowRouter(mg)
    fr.route_flow(method="D4")
    assert_array_equal(A_target_D4, mg.at_node["drainage_area"])
    assert_array_equal(frcvr_target_D4, mg.at_node["flow__receiver_node"])
    assert_array_equal(upids_target_D4, mg.at_node["flow__upstream_node_order"])
    assert_array_equal(links2rcvr_target_D4, mg.at_node["flow__link_to_receiver_node"])
    assert_array_almost_equal(steepest_target_D4, mg.at_node["topographic__steepest_slope"])
Exemple #24
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def test_irreg_topo():
    """Test D8 routing on a toy irregular topo."""
    fr = FlowRouter(mg)
    fr.route_flow()
    assert_array_equal(A_target_D8, mg.at_node['drainage_area'])
    assert_array_equal(frcvr_target_D8, mg.at_node['flow__receiver_node'])
    assert_array_equal(upids_target_D8,
                       mg.at_node['flow__upstream_node_order'])
    assert_array_equal(links2rcvr_target_D8,
                       mg.at_node['flow__link_to_receiver_node'])
    assert_array_almost_equal(steepest_target_D8,
                              mg.at_node['topographic__steepest_slope'])
Exemple #25
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def test_sp_new():
    """
    Tests new style component instantiation and run.
    """
    input_str = os.path.join(_THIS_DIR, 'drive_sp_params.txt')
    inputs = ModelParameterDictionary(input_str, auto_type=True)
    nrows = inputs.read_int('nrows')
    ncols = inputs.read_int('ncols')
    dx = inputs.read_float('dx')
    dt = inputs.read_float('dt')
    time_to_run = inputs.read_float('run_time')
    uplift = inputs.read_float('uplift_rate')
    init_elev = inputs.read_float('init_elev')

    mg = RasterModelGrid((nrows, ncols), spacing=(dx, dx))
    mg.set_closed_boundaries_at_grid_edges(False, False, True, True)

    mg.add_zeros('topographic__elevation', at='node')
    z = mg.zeros(at='node') + init_elev
    numpy.random.seed(0)
    mg['node']['topographic__elevation'] = z + \
        numpy.random.rand(len(z)) / 1000.

    fr = FlowRouter(mg)
    sp = StreamPowerEroder(mg, **inputs)
    elapsed_time = 0.
    while elapsed_time < time_to_run:
        if elapsed_time + dt > time_to_run:
            dt = time_to_run - elapsed_time
        fr.route_flow()
        sp.run_one_step(dt)
        mg.at_node['topographic__elevation'][mg.core_nodes] += uplift * dt
        elapsed_time += dt

    z_trg = numpy.array([5.48813504e-04,   7.15189366e-04,   6.02763376e-04,
                         5.44883183e-04,   4.23654799e-04,   6.45894113e-04,
                         1.02783376e-02,   9.66667235e-03,   6.15060782e-03,
                         3.83441519e-04,   7.91725038e-04,   1.00905776e-02,
                         8.98955843e-03,   5.32836181e-03,   7.10360582e-05,
                         8.71292997e-05,   9.96377080e-03,   9.63738797e-03,
                         7.31213677e-03,   8.70012148e-04,   9.78618342e-04,
                         1.02124693e-02,   8.78386002e-03,   4.88161060e-03,
                         1.18274426e-04,   6.39921021e-04,   1.00377580e-02,
                         9.54340293e-03,   6.05173814e-03,   4.14661940e-04,
                         2.64555612e-04,   1.02160196e-02,   8.61600088e-03,
                         4.77005225e-03,   1.87898004e-05,   6.17635497e-04,
                         9.30445558e-03,   9.48713993e-03,   7.25689742e-03,
                         6.81820299e-04,   3.59507901e-04,   5.79161813e-03,
                         6.83777542e-03,   6.18063842e-03,   6.66766715e-04,
                         6.70637870e-04,   2.10382561e-04,   1.28926298e-04,
                         3.15428351e-04,   3.63710771e-04])

    assert_array_almost_equal(mg.at_node['topographic__elevation'], z_trg)
Exemple #26
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def test_variable_Qin():
    """Test variable Qin field."""
    Qin_local = np.zeros(25, dtype=float)
    Qin_local[13] = 2.
    mg.add_field('node', 'water__unit_flux_in',
                 Qin_local, units='m**3/s')
    fr = FlowRouter(mg)
    fr.route_flow()
    Qout_local = np.zeros_like(Qin_local)
    Qout_local[10:14] = 200.
    assert_array_equal(Qout_local, mg.at_node['water__volume_flux'])
    assert_array_equal(A_target, mg.at_node['drainage_area'])
Exemple #27
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def test_sp_new():
    """
    Tests new style component instantiation and run.
    """
    input_str = os.path.join(_THIS_DIR, 'drive_sp_params.txt')
    inputs = ModelParameterDictionary(input_str, auto_type=True)
    nrows = inputs.read_int('nrows')
    ncols = inputs.read_int('ncols')
    dx = inputs.read_float('dx')
    dt = inputs.read_float('dt')
    time_to_run = inputs.read_float('run_time')
    uplift = inputs.read_float('uplift_rate')
    init_elev = inputs.read_float('init_elev')

    mg = RasterModelGrid((nrows, ncols), spacing=(dx, dx))
    mg.set_closed_boundaries_at_grid_edges(False, False, True, True)

    mg.add_zeros('topographic__elevation', at='node')
    z = mg.zeros(at='node') + init_elev
    numpy.random.seed(0)
    mg['node']['topographic__elevation'] = z + \
        numpy.random.rand(len(z)) / 1000.

    fr = FlowRouter(mg)
    sp = StreamPowerEroder(mg, **inputs)
    elapsed_time = 0.
    while elapsed_time < time_to_run:
        if elapsed_time + dt > time_to_run:
            dt = time_to_run - elapsed_time
        fr.route_flow()
        sp.run_one_step(dt)
        mg.at_node['topographic__elevation'][mg.core_nodes] += uplift * dt
        elapsed_time += dt

    z_trg = numpy.array([
        5.48813504e-04, 7.15189366e-04, 6.02763376e-04, 5.44883183e-04,
        4.23654799e-04, 6.45894113e-04, 1.01830760e-02, 9.58036770e-03,
        6.55865452e-03, 3.83441519e-04, 7.91725038e-04, 1.00142749e-02,
        8.80798884e-03, 5.78387585e-03, 7.10360582e-05, 8.71292997e-05,
        9.81911417e-03, 9.52243406e-03, 7.55093226e-03, 8.70012148e-04,
        9.78618342e-04, 1.00629755e-02, 8.49253798e-03, 5.33216680e-03,
        1.18274426e-04, 6.39921021e-04, 9.88956320e-03, 9.47119567e-03,
        6.43790696e-03, 4.14661940e-04, 2.64555612e-04, 1.00450743e-02,
        8.37262908e-03, 5.21540904e-03, 1.87898004e-05, 6.17635497e-04,
        9.21286940e-03, 9.34022513e-03, 7.51114450e-03, 6.81820299e-04,
        3.59507901e-04, 6.19166921e-03, 7.10456176e-03, 6.62585507e-03,
        6.66766715e-04, 6.70637870e-04, 2.10382561e-04, 1.28926298e-04,
        3.15428351e-04, 3.63710771e-04
    ])

    assert_array_almost_equal(mg.at_node['topographic__elevation'], z_trg)
Exemple #28
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def test_sp_new():
    """
    Tests new style component instantiation and run.
    """
    input_str = os.path.join(_THIS_DIR, 'drive_sp_params.txt')
    inputs = ModelParameterDictionary(input_str, auto_type=True)
    nrows = inputs.read_int('nrows')
    ncols = inputs.read_int('ncols')
    dx = inputs.read_float('dx')
    dt = inputs.read_float('dt')
    time_to_run = inputs.read_float('run_time')
    uplift = inputs.read_float('uplift_rate')
    init_elev = inputs.read_float('init_elev')

    mg = RasterModelGrid((nrows, ncols), spacing=(dx, dx))
    mg.set_closed_boundaries_at_grid_edges(False, False, True, True)

    mg.add_zeros('topographic__elevation', at='node')
    z = mg.zeros(at='node') + init_elev
    numpy.random.seed(0)
    mg['node']['topographic__elevation'] = z + \
        numpy.random.rand(len(z)) / 1000.

    fr = FlowRouter(mg)
    sp = StreamPowerEroder(mg, **inputs)
    elapsed_time = 0.
    while elapsed_time < time_to_run:
        if elapsed_time + dt > time_to_run:
            dt = time_to_run - elapsed_time
        fr.route_flow()
        sp.run_one_step(dt)
        mg.at_node['topographic__elevation'][mg.core_nodes] += uplift * dt
        elapsed_time += dt

    z_trg = numpy.array([
        5.48813504e-04, 7.15189366e-04, 6.02763376e-04, 5.44883183e-04,
        4.23654799e-04, 6.45894113e-04, 1.02783376e-02, 9.66667235e-03,
        6.15060782e-03, 3.83441519e-04, 7.91725038e-04, 1.00905776e-02,
        8.98955843e-03, 5.32836181e-03, 7.10360582e-05, 8.71292997e-05,
        9.96377080e-03, 9.63738797e-03, 7.31213677e-03, 8.70012148e-04,
        9.78618342e-04, 1.02124693e-02, 8.78386002e-03, 4.88161060e-03,
        1.18274426e-04, 6.39921021e-04, 1.00377580e-02, 9.54340293e-03,
        6.05173814e-03, 4.14661940e-04, 2.64555612e-04, 1.02160196e-02,
        8.61600088e-03, 4.77005225e-03, 1.87898004e-05, 6.17635497e-04,
        9.30445558e-03, 9.48713993e-03, 7.25689742e-03, 6.81820299e-04,
        3.59507901e-04, 5.79161813e-03, 6.83777542e-03, 6.18063842e-03,
        6.66766715e-04, 6.70637870e-04, 2.10382561e-04, 1.28926298e-04,
        3.15428351e-04, 3.63710771e-04
    ])

    assert_array_almost_equal(mg.at_node['topographic__elevation'], z_trg)
Exemple #29
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def test_irreg_topo_old():
    """
    Test D4 routing on a toy irregular topo, old style, where 'method' is
    passed to the run method, not the init.
    """
    fr = FlowRouter(mg)
    fr.route_flow(method='D4')
    assert_array_equal(A_target_D4, mg.at_node['drainage_area'])
    assert_array_equal(frcvr_target_D4, mg.at_node['flow_receiver'])
    assert_array_equal(upids_target_D4, mg.at_node['upstream_node_order'])
    assert_array_equal(links2rcvr_target_D4,
                       mg.at_node['links_to_flow_receiver'])
    assert_array_almost_equal(steepest_target_D4,
                              mg.at_node['topographic__steepest_slope'])
Exemple #30
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def test_storms():
    input_file_string = os.path.join(_THIS_DIR, 'drive_sp_params_storms.txt')
    inputs = ModelParameterDictionary(input_file_string)
    nrows = inputs.read_int('nrows')
    ncols = inputs.read_int('ncols')
    dx = inputs.read_float('dx')
    dt = inputs.read_float('dt')
    time_to_run = inputs.read_float('run_time')
    uplift = inputs.read_float('uplift_rate')

    mg = RasterModelGrid(nrows, ncols, dx)

    mg.add_zeros('topographic__elevation', at='node')
    z = mg.zeros(at='node')
    mg['node']['topographic__elevation'] = z + np.random.rand(len(z)) / 1000.
    mg.add_zeros('water__unit_flux_in', at='node')

    precip = PrecipitationDistribution(input_file=input_file_string)
    fr = FlowRouter(mg)
    sp = StreamPowerEroder(mg, **inputs)

    for (interval_duration, rainfall_rate) in \
            precip.yield_storm_interstorm_duration_intensity():
        if rainfall_rate != 0.:
            mg.at_node['water__unit_flux_in'].fill(rainfall_rate)
            mg = fr.route_flow()
            sp.run_one_step(dt)
        mg.at_node['topographic__elevation'][
            mg.core_nodes] += uplift * interval_duration
Exemple #31
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def test_storms():
    input_file_string = os.path.join(_THIS_DIR, 'drive_sp_params_storms.txt')
    inputs = ModelParameterDictionary(input_file_string)
    nrows = inputs.read_int('nrows')
    ncols = inputs.read_int('ncols')
    dx = inputs.read_float('dx')
    dt = inputs.read_float('dt')
    time_to_run = inputs.read_float('run_time')
    uplift = inputs.read_float('uplift_rate')

    mg = RasterModelGrid(nrows, ncols, dx)

    mg.add_zeros('topographic__elevation', at='node')
    z = mg.zeros(at='node')
    mg['node']['topographic__elevation'] = z + np.random.rand(len(z)) / 1000.
    mg.add_zeros('water__unit_flux_in', at='node')

    precip = PrecipitationDistribution(input_file=input_file_string)
    fr = FlowRouter(mg)
    sp = StreamPowerEroder(mg, **inputs)

    for (interval_duration, rainfall_rate) in \
            precip.yield_storm_interstorm_duration_intensity():
        if rainfall_rate != 0.:
            mg.at_node['water__unit_flux_in'].fill(rainfall_rate)
            mg = fr.route_flow()
            sp.run_one_step(dt)
        mg.at_node['topographic__elevation'][
            mg.core_nodes] += uplift * interval_duration
Exemple #32
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def test_tl_fluvial():
    input_file = os.path.join(_THIS_DIR, 'stream_power_params_ideal.txt')
    inputs = ModelParameterDictionary(input_file)
    nrows = inputs.read_int('nrows')
    ncols = inputs.read_int('ncols')
    dx = inputs.read_float('dx')
    leftmost_elev = inputs.read_float('leftmost_elevation')
    initial_slope = inputs.read_float('initial_slope')
    uplift_rate = inputs.read_float('uplift_rate')

    runtime = inputs.read_float('total_time')
    dt = inputs.read_float('dt')

    nt = int(runtime // dt)
    uplift_per_step = uplift_rate * dt

    mg = RasterModelGrid(nrows, ncols, dx)
    mg.add_zeros('node', 'topographic__elevation')
    z = np.loadtxt(os.path.join(_THIS_DIR, 'tl_init.txt'))
    mg['node']['topographic__elevation'] = z

    mg.set_closed_boundaries_at_grid_edges(True, False, True, False)
    mg.set_fixed_value_boundaries_at_grid_edges(
        False, True, False, True, value_of='topographic__elevation')

    fr = FlowRouter(mg)
    tl = TransportLimitedEroder(mg, input_file)

    for i in range(nt):
        mg.at_node['topographic__elevation'][mg.core_nodes] += uplift_per_step
        mg = fr.route_flow()
        mg, _ = tl.erode(mg, dt, stability_condition='loose')

    z_tg = np.loadtxt(os.path.join(_THIS_DIR, 'tlz_tg.txt'))
    assert_array_almost_equal(mg.at_node['topographic__elevation'], z_tg)
Exemple #33
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def test_tl_fluvial():
    input_file = os.path.join(_THIS_DIR, 'stream_power_params_ideal.txt')
    inputs = ModelParameterDictionary(input_file)
    nrows = inputs.read_int('nrows')
    ncols = inputs.read_int('ncols')
    dx = inputs.read_float('dx')
    leftmost_elev = inputs.read_float('leftmost_elevation')
    initial_slope = inputs.read_float('initial_slope')
    uplift_rate = inputs.read_float('uplift_rate')

    runtime = inputs.read_float('total_time')
    dt = inputs.read_float('dt')

    nt = int(runtime // dt)
    uplift_per_step = uplift_rate * dt

    mg = RasterModelGrid(nrows, ncols, dx)
    mg.add_zeros('node', 'topographic__elevation')
    z = np.loadtxt(os.path.join(_THIS_DIR, 'tl_init.txt'))
    mg['node']['topographic__elevation'] = z

    mg.set_closed_boundaries_at_grid_edges(True, False, True, False)
    mg.set_fixed_value_boundaries_at_grid_edges(
        False, True, False, True, value_of='topographic__elevation')

    fr = FlowRouter(mg)
    tl = TransportLimitedEroder(mg, input_file)

    for i in range(nt):
        mg.at_node['topographic__elevation'][mg.core_nodes] += uplift_per_step
        mg = fr.route_flow()
        mg, _ = tl.erode(mg, dt, stability_condition='loose')

    z_tg = np.loadtxt(os.path.join(_THIS_DIR, 'tlz_tg.txt'))
    assert_array_almost_equal(mg.at_node['topographic__elevation'], z_tg)
Exemple #34
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def test_voronoi():
    """Test routing on a (radial) voronoi."""
    vmg = RadialModelGrid(2, dr=2.)
    z = np.full(20, 10., dtype=float)
    # vmg.status_at_node[8:] = CLOSED_BOUNDARY
    all_bounds_but_one = np.array((0, 1, 2, 3, 4, 7, 11, 15, 16, 17, 18, 19))
    vmg.status_at_node[all_bounds_but_one] = CLOSED_BOUNDARY
    # z[7] = 0.  # outlet
    z[12] = 0.  # outlet
    # inner_elevs = (3., 1., 4., 5., 6., 7., 8.)
    inner_elevs = (8., 7., 3., 1., 6., 4., 5.)
    # z[:7] = np.array(inner_elevs)
    z[vmg.core_nodes] = np.array(inner_elevs)
    vmg.add_field("node", "topographic__elevation", z, units="-")
    fr = FlowRouter(vmg)

    #    nodes_contributing = [np.array([0, 3, 4, 5]),
    #                          np.array([0, 1, 2, 3, 4, 5, 6]),
    #                          np.array([2, ]),
    #                          np.array([3, ]),
    #                          np.array([4, ]),
    #                          np.array([5, ]),
    #                          np.array([6, ])]

    # The follow list contains arrays with the IDs of cells contributing flow
    # to nodes 5, 6, 8, 9, 10, 13, and 14, respectively (which correspond to
    # cells 0-6)
    cells_contributing = [
        np.array([0]),
        np.array([1]),
        np.array([1, 2, 4, 6]),
        np.array([0, 1, 2, 3, 4, 5, 6]),
        np.array([4]),
        np.array([5]),
        np.array([6]),
    ]

    A_target_core = np.zeros(vmg.number_of_core_nodes)
    for i in range(7):
        A_target_core[i] = vmg.area_of_cell[cells_contributing[i]].sum()
    A_target_outlet = vmg.area_of_cell.sum()

    fr.route_flow()
    assert vmg.at_node["drainage_area"][vmg.core_nodes] == approx(A_target_core)
    assert vmg.at_node["drainage_area"][12] == approx(A_target_outlet)
Exemple #35
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def test_irreg_topo(dans_grid2):
    """Test D8 routing on a toy irregular topo."""
    fr = FlowRouter(dans_grid2.mg)
    fr.route_flow()
    assert_array_equal(dans_grid2.A_target_D8, dans_grid2.mg.at_node["drainage_area"])
    assert_array_equal(
        dans_grid2.frcvr_target_D8, dans_grid2.mg.at_node["flow__receiver_node"]
    )
    assert_array_equal(
        dans_grid2.upids_target_D8, dans_grid2.mg.at_node["flow__upstream_node_order"]
    )
    assert_array_equal(
        dans_grid2.links2rcvr_target_D8,
        dans_grid2.mg.at_node["flow__link_to_receiver_node"],
    )
    assert dans_grid2.steepest_target_D8 == approx(
        dans_grid2.mg.at_node["topographic__steepest_slope"]
    )
Exemple #36
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def test_internal_closed(internal_closed):
    """Test closed nodes in the core of the grid."""
    fr = FlowRouter(internal_closed.mg)
    fr.route_flow()
    assert internal_closed.A_target == approx(
        internal_closed.mg.at_node["drainage_area"]
    )
    assert_array_equal(
        internal_closed.frcvr_target, internal_closed.mg.at_node["flow__receiver_node"]
    )
    assert_array_equal(
        internal_closed.links2rcvr_target,
        internal_closed.mg.at_node["flow__link_to_receiver_node"],
    )
    assert internal_closed.A_target == approx(
        internal_closed.mg.at_node["surface_water__discharge"]
    )
    assert internal_closed.steepest_target == approx(
        internal_closed.mg.at_node["topographic__steepest_slope"]
    )
def test_sp_widths():
    input_str = os.path.join(_THIS_DIR, 'test_sp_params_widths.txt')
    inputs = ModelParameterDictionary(input_str, auto_type=True)
    nrows = 5
    ncols = 5
    dx = inputs.read_float('dx')
    dt = inputs.read_float('dt')

    mg = RasterModelGrid(nrows, ncols, dx)
    widths = np.ones(mg.number_of_nodes, dtype=float)
    mg.add_zeros('topographic__elevation', at='node')
    z = np.array([5., 5., 0., 5., 5.,
                  5., 2., 1., 2., 5.,
                  5., 3., 2., 3., 5.,
                  5., 4., 4., 4., 5.,
                  5., 5., 5., 5., 5.])
    mg['node']['topographic__elevation'] = z

    fr = FlowRouter(mg)
    sp = StreamPowerEroder(mg, use_W=widths, **inputs)

    # perform the loop (once!)
    for i in range(1):
        fr.route_flow()
        sqrt_A = mg.at_node['drainage_area']**0.5
        widths[mg.core_nodes] = sqrt_A[mg.core_nodes]/sqrt_A[
            mg.core_nodes].mean()
        # so widths has mean=1.
        # note the issue with drainage_area not defined at perimeter => nans
        # if not careful...
        sp.run_one_step(dt)

    z_tg = np.array([ 5.        ,  5.        ,  0.        ,  5.        ,
                      5.        ,  5.        ,  1.37222369,  0.36876358,
                      1.37222369,  5.        ,  5.        ,  2.17408606,
                      1.07986038,  2.17408606,  5.        ,  5.        ,
                      3.08340277,  2.85288049,  3.08340277,  5.        ,
                      5.        ,  5.        ,  5.        ,  5.        ,
                      5.        ])

    assert_array_almost_equal(mg.at_node['topographic__elevation'], z_tg)
Exemple #38
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def test_irreg_topo_old(dans_grid2):
    """
    Test D4 routing on a toy irregular topo, old style, where 'method' is
    passed to the run method, not the init.
    """
    fr = FlowRouter(dans_grid2.mg)
    fr.route_flow(method="D4")
    assert_array_equal(dans_grid2.A_target_D4, dans_grid2.mg.at_node["drainage_area"])
    assert_array_equal(
        dans_grid2.frcvr_target_D4, dans_grid2.mg.at_node["flow__receiver_node"]
    )
    assert_array_equal(
        dans_grid2.upids_target_D4, dans_grid2.mg.at_node["flow__upstream_node_order"]
    )
    assert_array_equal(
        dans_grid2.links2rcvr_target_D4,
        dans_grid2.mg.at_node["flow__link_to_receiver_node"],
    )
    assert dans_grid2.steepest_target_D4 == approx(
        dans_grid2.mg.at_node["topographic__steepest_slope"]
    )
Exemple #39
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def test_accumulate_D8(dans_grid1):
    """Test accumulation works for D8 in a simple scenario."""
    fr = FlowRouter(dans_grid1.mg)
    fr.route_flow()
    assert_array_equal(dans_grid1.A_target, dans_grid1.mg.at_node["drainage_area"])
    assert_array_equal(
        dans_grid1.frcvr_target, dans_grid1.mg.at_node["flow__receiver_node"]
    )
    assert_array_equal(
        dans_grid1.upids_target, dans_grid1.mg.at_node["flow__upstream_node_order"]
    )
    assert_array_equal(
        dans_grid1.links2rcvr_target,
        dans_grid1.mg.at_node["flow__link_to_receiver_node"],
    )
    assert_array_equal(
        dans_grid1.A_target, dans_grid1.mg.at_node["surface_water__discharge"]
    )
    assert_array_equal(
        dans_grid1.steepest_target, dans_grid1.mg.at_node["topographic__steepest_slope"]
    )
def test_sp_discharges_old():
    input_str = os.path.join(_THIS_DIR, 'test_sp_params_discharge.txt')
    inputs = ModelParameterDictionary(input_str)
    nrows = 5
    ncols = 5
    dx = inputs.read_float('dx')
    dt = inputs.read_float('dt')

    mg = RasterModelGrid(nrows, ncols, dx)
    mg.add_zeros('topographic__elevation', at='node')
    z = np.array([
        5., 5., 0., 5., 5., 5., 2., 1., 2., 5., 5., 3., 2., 3., 5., 5., 4., 4.,
        4., 5., 5., 5., 5., 5., 5.
    ])
    mg['node']['topographic__elevation'] = z

    fr = FlowRouter(mg)
    sp = StreamPowerEroder(mg, input_str)

    # perform the loop (once!)
    for i in range(1):
        fr.route_flow()
        my_Q = mg.at_node['water__volume_flux'] * 1.
        sp.erode(mg,
                 dt,
                 node_drainage_areas='drainage_area',
                 slopes_at_nodes='topographic__steepest_slope',
                 Q_if_used=my_Q)

    z_tg = np.array([
        5.00000000e+00, 5.00000000e+00, 0.00000000e+00, 5.00000000e+00,
        5.00000000e+00, 5.00000000e+00, 1.29289322e+00, 1.00000000e-06,
        1.29289322e+00, 5.00000000e+00, 5.00000000e+00, 2.29289322e+00,
        1.00000000e+00, 2.29289322e+00, 5.00000000e+00, 5.00000000e+00,
        3.29289322e+00, 3.00000000e+00, 3.29289322e+00, 5.00000000e+00,
        5.00000000e+00, 5.00000000e+00, 5.00000000e+00, 5.00000000e+00,
        5.00000000e+00
    ])

    assert_array_almost_equal(mg.at_node['topographic__elevation'], z_tg)
def test_sp_discharges():
    input_str = os.path.join(_THIS_DIR, 'test_sp_params_discharge.txt')
    inputs = ModelParameterDictionary(input_str)
    nrows = 5
    ncols = 5
    dx = inputs.read_float('dx')
    dt = inputs.read_float('dt')

    mg = RasterModelGrid(nrows, ncols, dx)
    mg.add_zeros('topographic__elevation', at='node')
    z = np.array([5., 5., 0., 5., 5.,
                  5., 2., 1., 2., 5.,
                  5., 3., 2., 3., 5.,
                  5., 4., 4., 4., 5.,
                  5., 5., 5., 5., 5.])
    mg['node']['topographic__elevation'] = z

    fr = FlowRouter(mg)
    sp = StreamPowerEroder(mg, input_str)

    # perform the loop (once!)
    for i in range(1):
        fr.route_flow(method='D8')
        my_Q = mg.at_node['water__volume_flux'] * 1.
        sp.erode(mg, dt, node_drainage_areas='drainage_area',
                 slopes_at_nodes='topographic__steepest_slope',
                 Q_if_used=my_Q)

    z_tg = np.array([5.00000000e+00,   5.00000000e+00,   0.00000000e+00,
                     5.00000000e+00,   5.00000000e+00,   5.00000000e+00,
                     1.29289322e+00,   1.00000000e-06,   1.29289322e+00,
                     5.00000000e+00,   5.00000000e+00,   2.29289322e+00,
                     1.00000000e+00,   2.29289322e+00,   5.00000000e+00,
                     5.00000000e+00,   3.29289322e+00,   3.00000000e+00,
                     3.29289322e+00,   5.00000000e+00,   5.00000000e+00,
                     5.00000000e+00,   5.00000000e+00,   5.00000000e+00,
                     5.00000000e+00])

    assert_array_almost_equal(mg.at_node['topographic__elevation'], z_tg)
Exemple #42
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def test_sp_widths():
    input_str = os.path.join(_THIS_DIR, 'test_sp_params_widths.txt')
    inputs = ModelParameterDictionary(input_str, auto_type=True)
    nrows = 5
    ncols = 5
    dx = inputs.read_float('dx')
    dt = inputs.read_float('dt')

    mg = RasterModelGrid(nrows, ncols, dx)
    widths = np.ones(mg.number_of_nodes, dtype=float)
    mg.add_zeros('topographic__elevation', at='node')
    z = np.array([
        5., 5., 0., 5., 5., 5., 2., 1., 2., 5., 5., 3., 2., 3., 5., 5., 4., 4.,
        4., 5., 5., 5., 5., 5., 5.
    ])
    mg['node']['topographic__elevation'] = z

    fr = FlowRouter(mg)
    sp = StreamPowerEroder(mg, use_W=widths, **inputs)

    # perform the loop (once!)
    for i in range(1):
        fr.route_flow()
        sqrt_A = mg.at_node['drainage_area']**0.5
        widths[mg.core_nodes] = sqrt_A[mg.core_nodes] / sqrt_A[
            mg.core_nodes].mean()
        # so widths has mean=1.
        # note the issue with drainage_area not defined at perimeter => nans
        # if not careful...
        sp.run_one_step(dt)

    z_tg = np.array([
        5., 5., 0., 5., 5., 5., 1.37222369, 0.36876358, 1.37222369, 5., 5.,
        2.17408606, 1.07986038, 2.17408606, 5., 5., 3.08340277, 2.85288049,
        3.08340277, 5., 5., 5., 5., 5., 5.
    ])

    assert_array_almost_equal(mg.at_node['topographic__elevation'], z_tg)
Exemple #43
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def test_sed_dep_new():
    """
    This tests only the power_law version of the SDE.
    It uses a landscape run to 5000 100y iterations, then having experienced
    a 20-fold uplift acceleration for a further 30000 y. It tests the outcome
    of the next 1000 y of erosion.
    """
    mg = RasterModelGrid((25, 50), 200.)
    for edge in (mg.nodes_at_left_edge, mg.nodes_at_top_edge,
                 mg.nodes_at_right_edge):
        mg.status_at_node[edge] = CLOSED_BOUNDARY

    z = mg.add_zeros('node', 'topographic__elevation')

    fr = FlowRouter(mg)
    sde = SedDepEroder(mg,
                       K_sp=1.e-4,
                       sed_dependency_type='almost_parabolic',
                       Qc='power_law',
                       K_t=1.e-4)

    initconds = os.path.join(os.path.dirname(__file__),
                             'perturbedcondst300.txt')
    finalconds = os.path.join(os.path.dirname(__file__),
                              'tenmorestepsfrom300.txt')
    z[:] = np.loadtxt(initconds)

    dt = 100.
    up = 0.05

    for i in range(10):
        fr.route_flow()
        sde.run_one_step(dt)
        z[mg.core_nodes] += 20. * up

    assert_array_almost_equal(z, np.loadtxt(finalconds))
Exemple #44
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def test_D4_routing(sink_grid5):
    """
    Tests inclined fill into a surface with a deliberately awkward shape.
    This is testing D4 routing.
    """
    fr = FlowRouter(sink_grid5)
    hf = SinkFiller(sink_grid5, routing="D4", apply_slope=True)
    hf.fill_pits()
    #    hole1 = np.array([4.00016667, 4.00025, 4.00033333, 4.00008333, 4.00041667,
    #                      4.0005, 4.00066667, 4.00058333, 4.00075,
    #                      4.334])
    hole1 = np.array(
        [
            4.00016667,
            4.00033333,
            4.0005,
            4.00008333,
            4.00025,
            4.00041667,
            4.000833,
            4.00066667,
            4.00058333,
            4.00075,
            4.334,
        ]
    )
    hole2 = np.array([7.6, 7.2, 7.4])

    assert_array_almost_equal(
        sink_grid5.at_node["topographic__elevation"][sink_grid5.lake1], hole1
    )
    assert_array_almost_equal(
        sink_grid5.at_node["topographic__elevation"][sink_grid5.lake2], hole2
    )
    fr.route_flow(method="D4")
    assert sink_grid5.at_node["flow__sink_flag"][sink_grid5.core_nodes].sum() == 0
Exemple #45
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def test_sed_dep():
    input_file = os.path.join(_THIS_DIR, 'sed_dep_params.txt')
    inputs = ModelParameterDictionary(input_file, auto_type=True)
    nrows = inputs.read_int('nrows')
    ncols = inputs.read_int('ncols')
    dx = inputs.read_float('dx')
    leftmost_elev = inputs.read_float('leftmost_elevation')
    initial_slope = inputs.read_float('initial_slope')
    uplift_rate = inputs.read_float('uplift_rate')

    runtime = inputs.read_float('total_time')
    dt = inputs.read_float('dt')

    nt = int(runtime // dt)
    uplift_per_step = uplift_rate * dt

    mg = RasterModelGrid((nrows, ncols), (dx, dx))

    mg.add_zeros('topographic__elevation', at='node')
    z = np.loadtxt(os.path.join(_THIS_DIR, 'seddepinit.txt'))
    mg['node']['topographic__elevation'] = z

    mg.set_closed_boundaries_at_grid_edges(True, False, True, False)

    fr = FlowRouter(mg)
    sde = SedDepEroder(mg, **inputs)

    for i in range(nt):
        mg.at_node['topographic__elevation'][mg.core_nodes] += uplift_per_step
        mg = fr.route_flow()
        mg, _ = sde.erode(dt)

    z_tg = np.loadtxt(os.path.join(_THIS_DIR, 'seddepz_tg.txt'))

    assert_array_almost_equal(
        mg.at_node['topographic__elevation'][mg.core_nodes],
        z_tg[mg.core_nodes])