MONITORING THE SPRAYING OF PARTICLES INTO THE STRATOSPHERE TO ADDRESS GLOBAL WARMING USING SMARTPHONES

    公开(公告)号:US20240272328A1

    公开(公告)日:2024-08-15

    申请号:US18645973

    申请日:2024-04-25

    Inventor: Erez WEINROTH

    CPC classification number: G01W1/10 A01G15/00 G01W2201/00

    Abstract: A method and a system for monitoring the spraying of sunlight reflecting particles into the stratosphere to address global warming using smartphones are provided herein. The method may include the following steps: spraying, using a plurality of airplanes flying through a plurality of different geographical locations, sunlight reflecting particles, in accordance with a spraying scheme; sampling using sensors of a plurality of smartphones located in a plurality of different geographical locations, a plurality of atmospheric measurements; training, using a computer processor, and based on the plurality of atmospheric measurements, a model configured to predict a trend in a change of temperature in consequence of the spraying of the sunlight reflecting particles; and repeatedly updating the spraying scheme based on the model.

    Weather on route planning
    23.
    发明授权

    公开(公告)号:US11940289B2

    公开(公告)日:2024-03-26

    申请号:US16994887

    申请日:2020-08-17

    Inventor: Jason Quint

    Abstract: Disclosed embodiments include systems, vehicles, and methods for presenting weather conditions a traveler may encounter while traveling a route. In an illustrative embodiment, a computing device executes instructions to present an integrated route map. An input is received indicative of a trip to be made to a destination by a traveler. A store of route data for an area encompassing the trip is accessed. At least one route is identified. A weather forecasting service is accessed from which expected weather conditions are accessible for the area through the projected time. The expected weather conditions are identified for the location at the projected time. An integrated route map is displayed showing the at least one route and the expected weather conditions for the location at the projected time.

    Method and system for short to long-term flood forecasting

    公开(公告)号:US11754750B1

    公开(公告)日:2023-09-12

    申请号:US18171320

    申请日:2023-02-17

    Applicant: Jack T Ma

    Inventor: Jack T Ma

    CPC classification number: G01W1/10 G06F16/29 G01W2201/00

    Abstract: A method and system is presented for short to long-term flood forecasting. At the core of the method is a neural network-based flood forecasting model. The method and system performs the steps to implement and use the neural network-based flood forecasting model comprising obtaining historical data from the region, including but not limited to climate and water level data; sampling and structuring the historical data in conjunction with data queried from a GIS (geographic information system) into a dataset; dividing the dataset into pre-processed training and validation partitions; configuring the neural network and training hyperparameters; training the neural network-based flood forecasting model on the pre-processed training partition; performing validation on the neural network-based flood forecasting model with the pre-processed validation partition. Embodiments of the invention are capable of performing flood forecasting over a region in short to long-term time intervals.

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