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Add dispersers output #68

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Aug 10, 2023
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49 changes: 48 additions & 1 deletion main.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -262,6 +262,7 @@ struct PoPSOptions
struct Option *probability, *probability_series;
struct Option* spread_rate_output;
struct Option *quarantine, *quarantine_output, *quarantine_directions;
struct Option *dispersers_output, *established_dispersers_output;
struct Option *output_frequency, *output_frequency_n;
};

Expand Down Expand Up @@ -739,6 +740,20 @@ int main(int argc, char* argv[])
opt.percent_natural_dispersal->options = "0-1";
opt.percent_natural_dispersal->guisection = _("Dispersal");

opt.dispersers_output = G_define_standard_option(G_OPT_R_OUTPUT);
opt.dispersers_output->key = "dispersers_output";
opt.dispersers_output->label = _("Output raster of disperses");
opt.dispersers_output->description = _("Dispersers are accumulated over all steps and stochastic runs");
opt.dispersers_output->required = NO;
opt.dispersers_output->guisection = _("Output");

opt.established_dispersers_output = G_define_standard_option(G_OPT_R_OUTPUT);
opt.established_dispersers_output->key = "established_dispersers_output";
opt.established_dispersers_output->label = _("Output raster of established disperses");
opt.established_dispersers_output->description = _("Dispersers are accumulated over all steps and stochastic runs");
opt.established_dispersers_output->required = NO;
opt.established_dispersers_output->guisection = _("Output");

opt.infected_to_dead_rate = G_define_option();
opt.infected_to_dead_rate->type = TYPE_DOUBLE;
opt.infected_to_dead_rate->key = "mortality_rate";
Expand Down Expand Up @@ -1274,6 +1289,9 @@ int main(int argc, char* argv[])
established_dispersers.emplace_back(
I_species_rast.rows(), I_species_rast.cols());
}
std::vector<Img> dispersers_rasts(num_runs, Img(S_species_rast, 0));
std::vector<Img> established_dispersers_rasts(num_runs, Img(S_species_rast, 0));

std::vector<std::vector<Img>> soil_reservoirs(
use_soils ? num_runs : 0,
std::vector<Img>(
Expand Down Expand Up @@ -1401,6 +1419,10 @@ int main(int argc, char* argv[])
Network<Img::IndexType>::null_network(),
suitable_cells);
++weather_step;
if (opt.dispersers_output->answer)
dispersers_rasts[run] += dispersers[run];
if (opt.established_dispersers_output->answer)
established_dispersers_rasts[run] += established_dispersers[run];
}
}

Expand Down Expand Up @@ -1604,6 +1626,31 @@ int main(int argc, char* argv[])
fprintf(fp, "%s", output.c_str());
G_close_option_file(fp);
}

if (opt.dispersers_output->answer) {
Img dispersers_rasts_sum(I_species_rast.rows(), I_species_rast.cols(), 0);
for (unsigned i = 0; i < num_runs; i++)
dispersers_rasts_sum += dispersers_rasts[i];
if (opt.dispersers_output->answer) {
// write final result
raster_to_grass(
dispersers_rasts_sum,
opt.dispersers_output->answer,
"Sum of all dispersers",
interval.end_date());
}
}
if (opt.established_dispersers_output->answer) {
Img established_dispersers_rasts_sum(I_species_rast.rows(), I_species_rast.cols(), 0);
for (unsigned i = 0; i < num_runs; i++)
established_dispersers_rasts_sum += established_dispersers_rasts[i];
if (opt.established_dispersers_output->answer) {
// write final result
raster_to_grass(
established_dispersers_rasts_sum,
opt.established_dispersers_output->answer,
"Sum of all established dispersers",
interval.end_date());
}
}
return 0;
}
50 changes: 49 additions & 1 deletion testsuite/test_r_pops_spread.py
Original file line number Diff line number Diff line change
Expand Up @@ -191,7 +191,7 @@ def tearDown(self):
"g.remove",
flags="f",
type="raster",
pattern="average*,single*,stddev*,probability*,dead*",
pattern="average*,single*,stddev*,probability*,dead*,*dispersers",
)

def test_outputs(self):
Expand Down Expand Up @@ -1406,6 +1406,54 @@ def test_survival_rate_0_percent(self):
# Even with multiple runs, stddev should be still zero.
self.assertRasterFitsUnivar(raster="stddev", reference=values, precision=0.001)

def test_outputs_dispersers(self):
"""Check dead output of mortality"""
start = "2019-01-01"
end = "2022-12-31"
self.assertModule(
"r.pops.spread",
host="host",
total_plants="max_host",
infected="infection",
average="average",
average_series="average",
single_series="single",
stddev="stddev",
stddev_series="stddev",
probability="probability",
probability_series="probability",
start_date=start,
end_date=end,
seasonality=[1, 12],
step_unit="week",
step_num_units=1,
reproductive_rate=1,
natural_dispersal_kernel="exponential",
natural_distance=50,
natural_direction="W",
natural_direction_strength=3,
anthropogenic_dispersal_kernel="cauchy",
anthropogenic_distance=1000,
anthropogenic_direction_strength=0,
percent_natural_dispersal=0.95,
random_seed=1,
runs=5,
nprocs=5,
dispersers_output="dispersers",
established_dispersers_output="established_dispersers",
)
self.assertRasterExists("dispersers")
self.assertRasterExists("established_dispersers")

values = dict(null_cells=0, min=0, max=15530, mean=522.275)
self.assertRasterFitsUnivar(
raster="dispersers", reference=values, precision=0.001
)
values = dict(null_cells=0, min=0, max=129, mean=8.833)
self.assertRasterFitsUnivar(
raster="established_dispersers", reference=values, precision=0.001
)

def test_with_and_without_anthropogenic_dispersal_multiple_seeds(self):
"""Check that multiple seeds keep anthropogenic dispersal separate

Expand Down
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