The generation of electronic notifications relating to ocean waves. Embodiments include frameworks and methodologies configured to enable real-time location-specific determination of recreationally relevant wave characteristic data, including (but not limited to) generation and delivery of location-specific ocean wave notifications. Embodiments include, by way of example, technology for providing real-time location-specific determination of recreationally relevant wave characteristic data, portable and/or wearable devices configured to deliver notifications in respect of approaching waves, wave monitoring devices and frameworks configured to enable generation of alert notifications for surfers, rock fishers and other recreational users, and generation and delivery of location-specific ocean wave data, including visual data for event broadcasts.

Disclosed is a method and device suitable for detection of and warning against tsunamis. The device is located in the water at sea. The device includes a vessel, a sensor for measuring a physical quantity of the surrounding water, a control unit inside the vessel and operatively connected to the sensor, and a communication element including a transmitter for communicating with an external receiver that the predetermined condition relating to the physical quantity is fulfilled. The device further includes a ballast tank inside the vessel. The interior of the ballast tank is connected to the outside of the vessel. A pump pumps water from the ballast tank to outside the vessel. The overall density of the device exceeds the density of the surrounding water when the ballast tank is filled, and is less than the density of the surrounding water when the ballast tank is empty of water.

A method and system for prediction of wave properties include collecting time series data streams from one or more wave measurement devices and processing the data using a wave-prediction algorithm to identify the frequency components of the data and compute wave parameters. The wave-field is propagated in space and time to predict wave height, speed, and velocity at a target location. A sliding window approach is used to continuously update the prediction in real-time.

The present invention provides an apparatus adapted to survey a predetermined characteristic within a body of fluid adjacent an axis that transects the body of fluid, the apparatus comprising: a survey member interposed between first and second position defining arrangements; and at least one instrumentality associated with the survey member, each instrumentality adapted to survey the predetermined characteristic of the body of fluid adjacent the axis, wherein a survey of the predetermined characteristic is conducted over a predetermined time period. The present invention provides a method of surveying a predetermined characteristic within a body of fluid adjacent an axis that transects the body of fluid, the method comprising the steps of: deploying into a body of fluid at least one apparatus according to the first aspect of the invention; and obtaining survey data of the predetermined characteristic from one or more of the instrumentalities over the predetermined time period. The present invention also provides methods of determining whether a potentially suitable site is a suitable site for operative location of a fluid-based electricity generator, and other related methods.

The instant innovation presents a real-time environmental-sensing platform and system and method for water level monitoring, reporting and human warning. The platform, system, and method monitors rising water levels throughout a given geographical area and provides real-time and trending data on flooding and flooding risks. The instant innovation utilizes an environmental sensing platform comprised of a plurality of sensor nodes that may be geographically dispersed for both collecting environmental data on a regular or variable-frequency schedule, and transmitting the environmental data. The instant innovation further utilizes one or more wireless communication protocols configured to receive and transmit the environmental data, a cloud platform configured to receive, store, analyze and support real-time stream processing of the environmental data and generating environmental data reports thereof, and an external device for receiving, relaying and/or displaying report and alert information received from the cloud platform.

The instant innovation presents a real-time environmental-sensing platform and system and method for water level monitoring, reporting and human warning. The platform, system, and method monitors rising water levels throughout a given geographical area and provides real-time and trending data on flooding and flooding risks. The instant innovation utilizes an environmental sensing platform comprised of a plurality of sensor nodes that may be geographically dispersed for both collecting environmental data on a regular or variable-frequency schedule, and transmitting the environmental data. The instant innovation further utilizes one or more wireless communication protocols configured to receive and transmit the environmental data, a cloud platform configured to receive, store, analyze and support real-time stream processing of the environmental data and generating environmental data reports thereof, and an external device for receiving, relaying and/or displaying report and alert information received from the cloud platform.

A method of identifying a rip current that includes receiving an image comprising a body of water, and identifying, in the image an estimated location of a rip current associated with the body of water, wherein the identification comprises a plurality of displayed vertices based on least one of a rip length or a rip width. The method may include digitizing the estimated location of the rip current, the estimated location having highest, lower, and no confidence boundaries. The method may include generating, based on the digitized estimated location, a set of fuzzy-set scheme labels for one or more pixels in the image based on a respective confidence boundary, where the fuzzy-set scheme labels are based on a pixel interpolation associated with the lower confidence boundary, and generating, based on the generated fuzzy-set scheme labels, a refined digitizing of the estimated location of the rip current.

An apparatus and method are presented comprising one or more sensors or cameras configured to rotate about a central motor. In some examples, the motor is configured to travel at a constant linear speed while the one or more cameras face downward and collect a set of images in a predetermined region of interest. The apparatus and method are configured for image acquisition with non-sequential image overlap. The apparatus and method are configured to eliminate gaps in image detection for fault-proof collection of imagery for an underwater survey. In some examples, long baseline (LBL) is utilized for mapping detected images to a location. In some examples, ultra-short baseline (USBL) is utilized for mapping detected images to a location. The apparatus and method are configured to utilize a simultaneous localization and mapping (SLAM) approach.

An apparatus and method are presented comprising one or more sensors or cameras configured to rotate about a central motor. In some examples, the motor is configured to travel at a constant linear speed while the one or more cameras face downward and collect a set of images in a predetermined region of interest. The apparatus and method are configured for image acquisition with non-sequential image overlap. The apparatus and method are configured to eliminate gaps in image detection for fault-proof collection of imagery for an underwater survey. In some examples, long baseline (LBL) is utilized for mapping detected images to a location. In some examples, ultra-short baseline (USBL) is utilized for mapping detected images to a location. The apparatus and method are configured to utilize a simultaneous localization and mapping (SLAM) approach.

An apparatus for artificial intelligence (AI) bathymetry is disclosed. The apparatus includes a sonic unit attached to a boat, the sonic unit configured to generate a plurality of metric data as a function of a plurality of ultrasonic pulses and a plurality of return pulses. An image processing module is configured to generate a bathymetric image as a function of the plurality of metric data, identify, as a function of the bathymetric image, an underwater landmark, and register the bathymetric image to a map location as a function of the underwater landmark. A communication module is configured to transmit the registered bathymetric image to at least a computing device. An autonomous navigation module is configured to determine a heading for the boat as a function of a path datum and command boat control to navigate the boat as a function of the heading.