Helpers structures

yield_data

This entity represents the data of crop yield for different variables, This collection contains the following parameters:

Data base collection
Parameter	Definition	Type
measure	Name of the measured variable	MeasureYield
avg	average	Double
median	median	Double
min	minimum value	Double
max	maximum value	Double
quar_1	quartile 1	Double
quar_2	quartile 2	Double
quar_3	quartile 3	Double
conf_lower	lower confidence interval limit	Double
conf_upper	upper confidence interval limit	Double
sd	standard deviation	Double
perc_5	5th percentile	Double
perc_95	95th percentile	Double
coef_var	coefficient of variation	Double

Model of the collection yield_data_model

yield_crop

This entity represents the yield of a cultivar, a soil for a weather station, This collection contains the following parameters:

Data base collection
Parameter	Definition	Type
start	Start date of the result of prediction	Date
end	End date of the result of prediction	Date
data	List of variables results yield forecasts	Array of YieldData

Model of the collection yield_crop_model

probability

This entity represents the probabilities of the variables of climate prediction, This collection contains the following parameters:

Data base collection
Parameter	Definition	Type
measure	Variable’s name	MeasureClimatic
lower	Probability that is below normal	Double
normal	Probability that is normal	Double
upper	Normal probability that is above	Double

Model of the collection probability_model

performance_metric

This entity represents an indicator of behavior prediction models, This collection contains the following parameters:

Data base collection
Parameter	Definition	Type
year	Year forecast	Integer
month	Month forecast	Integer
name	Metric name	MeasurePerformance
value	Metric value	Double

Model of the collection performance_metric_model

probability_climate

This entity represents the probabilities of the variables of values of the prediction of every weather station, This collection contains the following parameters:

Data base collection
Parameter	Definition	Type
year	Year forecast	Integer
month	Month forecast	Integer
probabilities	List of variables forecast for the month	Array of Probability

Model of the collection probability_climate_model

probability_subseasonal

This entity represents the probabilities of the variables of values of the prediction of every weather station, This collection contains the following parameters:

Data base collection
Parameter	Definition	Type
year	Year forecast	Integer
month	Month forecast	Integer
week	Week forecast	Integer
probabilities	List of variables forecast for the month	Array of Probability

Model of the collection probability_subseasonal_model

threshold

This entity represents the threshold of the soil or the cultivar, This collection contains the following parameters:

Data base collection
Parameter	Definition	Type
label	Label of the threshold	String
value	percentage of the soil	Double

crop_config

This entity represents the crop config with the limit and upper of the variable, This collection contains the following parameters:

Data base collection
Parameter	Definition	Type
label	Label for the range	String
min	Lower limit	Double
max	Upper limit	Double
type	percentage of the soil	String

Model of the collection crop_config_model

climate_configuration

This entity represents the cpt configurations by state taken into account at the time of the climatic forecast, This collection contains the following parameters:

Data base collection
Parameter	Definition	Type
state	ID’s state	ObjectId
conf	Contains the configurations of each quarter for the execution of cpt	Array of the ConfigurationCPT

Model of the collection climate_configuration_model

track

This entity represents the history that an entity has had, This collection contains the following parameters:

Data base collection
Parameter	Definition	Type
enable	It indicates whether the entity is active or not. True is active, it is not false	Bool
register	Date on which was register the entity to the database	Date
updated	Date on which the last update of the entity was carried out in the database	Date

monthly_data_station

This entity represents the monthly climatological data from a weather station, This collection contains the following parameters:

Data base collection
Parameter	Definition	Type
month	Month of the year	Integer
data	Climatic data	Array of ClimaticData

Model of the collection monthly_data_station_model

daily_readings

This entity represents the daily climatic data from a weather station, This collection contains the following parameters:

Data base collection
Parameter	Definition	Type
day	Day of the month	Integer
data	Climatic data	Array of ClimaticData

Model of the collection daily_readings_model

climatic_data

This entity represents climatic data, This collection contains the following parameters:

Data base collection
Parameter	Definition	Type
measure	Variable’s name	MeasureClimatic
value	Variable’s value	Double

climatic_data

This entity represents climatic data, This collection contains the following parameters:

Data base collection
Parameter	Definition	Type
measure	Variable’s name	MeasureClimatic
value	Variable’s value	Double

log

This entity has the activities record over platform, This collection contains the following parameters:

Data base collection
Parameter	Definition	Type
date	Date event	Date
user	User that executed the event	String
type_event	Event’s name	LogEvent
entities	List of entities affected in the event	Array of LogEntity
content	Description’s event	String

yield_range

This entity represents the yield ranges of the crops in the weather station, This collection contains the following parameters:

Data base collection
Parameter	Definition	Type
crop	ID’s crop	ObjectId
label	Label of the range	String
lower	Lower limit	Double
upper	Upper limit	Double

Model of the collection yield_range_model

configuration_file

This entity has the information about configurations files, This collection contains the following parameters:

Data base collection
Parameter	Definition	Type
name	Configuration’s name	String
path	Absolut path where the configuration file is located	String
date	Date of file creation in the system	Date

Model of the collection configuration_file_model

season

This entity represents the ranges of the planting window is active, This collection contains the following parameters:

Data base collection
Parameter	Definition	Type
start	Month when planting window start	String
end	Month when planting window finish	String
sowing_days	Sowing days it’s a env equal to 45	Date

configuration_cpt

This entity represents the configuration that must be made at the time of generation of climate forecasts with cpt, This collection contains the following parameters:

Data base collection
Parameter	Definition	Type
trimester	Sets the quarter for which the forecast is made	Quarter
regions	List of theoretical regions	Array of Region
x_mode	Number of modes in x	Integer
y_mode	Number of modes in y	Integer
cca_mode	Number of modes in canonical correlation	Integer
gamma	Sets if the gamma transformation is used	Bool
track	Shows the trace of the changes that occurred in the entity	Track

configuration_cpt

This entity represents the configuration that must be made at the time of generation of climate forecasts with cpt, This collection contains the following parameters:

Data base collection
Parameter	Definition	Type
trimester	Sets the quarter for which the forecast is made	Quarter
regions	List of theoretical regions	Array of Region
x_mode	Number of modes in x	Integer
y_mode	Number of modes in y	Integer
cca_mode	Number of modes in canonical correlation	Integer
gamma	Sets if the gamma transformation is used	Bool
track	Shows the trace of the changes that occurred in the entity	Track

region

This entity represents geographic regions in rectangular form, This collection contains the following parameters:

Data base collection
Parameter	Definition	Type
left_lower	Coordinates of the lower left corner of the theoretical area	Coords
rigth_upper	Coordinates of the upper rigth corner of the theoretical area	Coords

coords

This entity represents the geographic coordinates, This collection contains the following parameters:

Data base collection
Parameter	Definition	Type
lat	Decimal latitude of the location	Double
lon	Decimal longitude of the location	Double

configuration_pycpt

This entity represents the configuration that must be made at the time of generation of climate forecasts with pycpt, This collection contains the following parameters:

Data base collection
Parameter	Definition	Type
spatial_predictors	Define the spatial region for predictors	Region
spatial_predictands	Define the spatial region for predictands	Region
models	List of models that will include in the forecast process	ModelsPyCpt
obs	Type of observational data	Obs
station	Define whether station	Bool
mos	Define type of Mos	Mos
predictand	Define the predictand	Predictand
predictors	Define the predictors	Predictors
month	Define the month of the year	Integer
ranges_years	Define the ranges years	RangeParameter
xmodes	Number of modes in x	RangeParameter
ymodes	Number of modes in y	RangeParameter
ccamodes	Number of modes in canonical correlation	RangeParameter
force_download	Define whether force download	Bool
single_models	Define whether single models	Bool
forecast_anomaly	DDefine whether the forecast anomaly	Bool
forecast_spi	Define whether the forecast spi	Bool
confidence_level	Define the level of the confidence	Double
track	Shows the trace of the changes that occurred in the entity	Track

Model of the collection configuration_pycpt_model

range_parameter

This entity represents the ranges of the configs, This collection contains the following parameters:

Data base collection
Parameter	Definition	Type
min	Min value	Integer
max	Max value	Integer