Weather prediction apparatus and weather prediction method
View Patent ↗According to an embodiment, weather prediction apparatus divides prediction target area into grids and performs weather prediction for each grid. The apparatus includes receiver, calculator and corrector. Receiver receives observation value in each grid at a first time interval. Calculator sets first observation value received by receiver as initial value and calculates prediction value in each grid using advection model at a second time interval shorter than first time interval. When receiver receives second observation value after first observation value, corrector corrects advection model based on difference between second observation value and prediction value corresponding to observation time of second observation value.
1. A weather prediction apparatus comprising:
communication circuitry configured to receive weather observation information observed by a weather radar at a first time interval, the weather observation information including precipitation information for each grid of a plurality of grids formed by dividing a prediction target area;
a memory configured to store an observation value in each grid based on the weather observation information, the observation value including a physical quantity of a water substance;
advection model calculation circuitry configured to set a first observation value as an initial value from the memory and perform predictive calculation for an advection of the water substance in each grid using an advection model for calculating a prediction value of the advection at a second time interval shorter than the first time interval; and
advection model correction circuitry configured to correct the advection model by adding, every predetermined time, a correction value based on a difference between a second observation value obtained after the first observation value and the prediction value corresponding to an observation time of the second observation value, the correction value corresponding to a generation and disappearance amount of the water substance per unit time.
2. The weather prediction apparatus of claim 1 , wherein a grid of the plurality of grids corresponds to a mesh with respect to a spatial resolution of a weather radar.
3. The weather prediction apparatus of claim 1 , wherein the advection model uses a three-dimensional Cubic Lagrange method.
4. The weather prediction apparatus of claim 1 , wherein the advection model uses one of a Volume Velocity Processing method and a Gal-Chen method.
5. The weather prediction apparatus of claim 1 , wherein the predetermined time is the second time interval.
6. The weather prediction apparatus of claim 1 , wherein the circuitry is further configured to generate a weather prediction result based on the corrected advection model.
7. A weather prediction method implemented by weather prediction apparatus including circuitry, the weather prediction method comprising:
receiving weather observation information observed by a weather radar at a first time interval, the weather observation information including precipitation information for each grid of a plurality of grids formed by dividing a prediction target area;
storing, in a memory, an observation value in each grid based on the weather observation information, the observation value including a physical quantity of a water substance;
setting, the circuitry of the weather prediction apparatus, a first observation value as an initial value from the memory;
performing, by the circuitry of the weather prediction apparatus, predictive calculation for an advection of the water substance in each grid using an advection model for calculating a prediction value of the advection at a second time interval shorter than the first time interval; and
correcting, by the circuitry of the weather prediction apparatus, the advection model by adding, every predetermined time, a correction value based on a difference between a second observation value obtained after the first observation value and the prediction value corresponding to an observation time of the second observation value, the correction value corresponding to a generation and disappearance amount of the water substance per unit time.
8. The weather prediction method of claim 7 , wherein a grid of the plurality of grids corresponds to a mesh with respect to a spatial resolution of a weather radar.
9. The weather prediction method of claim 7 , wherein the advection model uses a three-dimensional Cubic Lagrange method.
10. The weather prediction method of claim 7 , wherein the advection model uses one of a Volume Velocity Processing method and a Gal-Chen method.
11. The weather prediction method of claim 7 , wherein the predetermined time is the second time interval.