A computer system in included in a system for providing wildfire evacuation support. The computer system operates to obtain sensor data that represents a wildfire in a target region from a UAV which is deployed within the target region, obtain a current location of an individual in a hazardous situation in the target region, and obtain a desired destination for the individual in the target region. Based on the sensor data, the computer device identifies one or more danger zones that pose a fire-related threat to the individual, and determines at least one evacuation path that extends from the current location to the desired destination while avoiding the one or more danger zones. The computer system may be located at the UAV or on a central computer resource in communication with the UAV.

This “Wildfire, Forest Fire and Detection System,” herein referred to “Wildfire,” will use a combination or existing “on the shelf” technologies for specific use of detecting fires, forest fires, and wildfire by sampling the air for both smoke with both ionization and/or photoelectric smoke detector technologies and a temperature sensor in an outdoor enclosure distributed across a grid of forest, woodlands, prairie, and fire prone areas to detect presence of combusting ions and/or smoke that may signify a potential fire source or fire in progress. The system will use telemetry or cellemetry, to a satellite or cellular/wireless network to notify Command, Control and Dispatch of a fire potential long before the forest is ablaze leading to a wildfire. Smoldering embers and small fires can be more easily be extinguished by dispatching a small crew or water drop by aircraft log before the forest is burning. Wildfire will locate, and detect the direction and speed of the burn.

THE WILDFIRE SYSTEM WILL USE A COMBINATION OF TECHNOLOGIES THAT WILL DETECT SMOKE, COMBUSTION IONS, AND INCREASED TEMPERATURE OF EACH STATION STATIONS WITH TRIANGULATION LOCATION BY DISTRIBUTED STATIONS WITHIN THE FIRE PRONE AREAS TO THE COMMAND CONTROL CENTER OF POTENTIAL SMOLDERING EMBERS, SMOKE, OR FIRE LONG BEFORE THE FIRE PRONE AREA IS ABLAZE AND OUT OF CONTROL. THE SYSTEM WILL DETECT THE LOCATION OF THE BURN BY TRIANGULATION, THE DIRECTION OF THE BURN, AND SPEED OF THE BURN.

A method of detecting a small area wildfire is described. The method includes: (i) receiving, at a processor, an electronic map of an area of interest; (ii) receiving, at the processor from a satellite, location information for a high-altitude balloon disposed above the area of interest; (iii) determining, using the processor and based one or more different types of sensor data that is received from one or more different types of sensors on the high-altitude balloon and the high-altitude balloon location, one or more wildfire locations; (iv) embedding each of the wildfire locations on the electronic map to produce a fire activity map; and (v) causing to display or displaying the fire activity map including the wildfire locations within the area of interest.

Methods, systems, and computer programs are presented for tools for fire monitoring. One method includes an operation for receiving, by a fire forecasting program, fire-related inputs including vegetation data, topography data, weather data, and fire-monitoring information. The fire-monitoring information includes the shape of fire burning in a region. Additionally, the method includes an operation for generating a fire forecast for the region based on the fire-related inputs. The fire forecast describes a state of the fire in the region at multiple times in the future, the state of the fire comprising a fire perimeter, a fire line intensity, and a flame height. Additionally, the method includes operations for receiving updated fire-monitoring information regarding a current state of the fire in the region, for modifying the fire forecast based on the updated fire-monitoring information, and for causing presentation of the fire forecast in a user interface.

Embers created by fires, particularly fires in environments such as grassland, bushland, and forests, can lead to the loss of property and animal and human lives. In addition to the loss of property and lives, fires caused by embers lead to an increase in greenhouse gasses, an increase in the risk associated with an ember attack and/or a fire, and a reduced ability to effectively fight an ember attack and/or a fire. The concept bush/wildfire should be understood to include forest fires, grassland fires, and the like. The present disclosure relates to an ember detector device, a bush/wild fire detection and threat management system, and methods of reducing greenhouse gasses, reducing the risk associated with an ember attack and/or a fire, and enhancing an ability to effectively fight an ember attack and/or a fire.

Various embodiments include a carbon monoxide (CO) detection device and methods for operating a FDS or CO detection device to detect carbon monoxide and communicate information regarding CO detection events to a remote server via communication network. Various embodiments include receiving information from one or more CO sensors configured to detect CO, determining whether the information from the one or more CO sensors satisfies one or more threshold criteria indicative of fire event or CO detection, generating a CO warning message comprising a fire and/or CO alarm object in response to determining that the information received from the one or more CO sensors satisfy one or more threshold criteria indicative of CO detection, and sending the generated CO warning message to a remote server via a communication network.

The present disclosure discloses a device for detecting and alerting of a fire at the vicinity thereof. The device is deployed in an area at the outdoors, e.g. a forest, that is desired to be monitored. The device has two main parts, a first part that is intended to remain relatively cold and therefore is thermally isolated from the environment. The first part can be isolated by being inserted into a static object in the desired area, e.g. a trunk of a tree, or a rock, or, in some embodiments, can be surrounded by a thermal-isolating material. The first part is thermally connected to a first end of a thermoelectric generator (TEG) unit and a second part of the device, a hot part, is thermally connected to a second end of the TEG unit. The second part is intended to be thermally exposed to the ambient environment such that in case of a fire in the vicinity of the device, the second part is heated to high temperatures while the first part remains relatively cold since it is thermally isolated. Therefore, the second part causes the second end of the TEG unit to heat to high temperatures while the first end of the TEG unit remains relatively cold since it is thermally connected to the thermally-isolated first part that may be considered to function as a heat sink. The temperature difference between the two ends of the TEG unit generates an electrical energy, e.g. a voltage difference that is supplied to an alerting unit in the device. The alerting unit is inactive as long as there is no generated electrical energy by the TEG unit and become active only when the temperature difference reaches a certain value. Upon being activated by the electrical energy of the TEG unit, the alerting unit is configured to transmit an alerting signal indicative of the location of the fire. The alerting signal is received by a receiving station and triggers operation of fire fighters for extinguishing the fire quickly.

Aspects of the present disclosure provide an environmental probe configured to be at least partially inserted into the ground at a location and to provide defensible space monitoring and maintenance for a home or other structure. The environmental probe may include one or more environmental sensors configured to perform various environmental measurements to generate environmental measurement data. The environmental probe (e.g., a processor of the environmental probe) may compare the environmental measurement data to one or more thresholds to determine an alert state associated with the location. The environmental probe may include one or more wireless interfaces configured to enable communication with a remote device, such as a smart hub device or other environmental probes. The environmental probe may transmit an indicator of the alert state to the remote device to enable performance of one or more operations based on the alert state.

Provided are a forest fire detection system and method capable of determining whether events. The forest fire detection system includes an artificial intelligence-based forest fire detection module configured to detect a forest fire from a captured image using an artificial intelligence model; a monitoring camera configured to monitor a predetermined area; a direction estimation module configured to estimate a direction of the forest fire on a map, using a plurality of forest fire detection images provided from the artificial intelligence-based forest fire detection module and data of the monitoring camera; and a same event determination module configured to determine whether events represented by the plurality of forest fire detection images are the same, based on the estimated direction of the forest fire.

An apparatus, operations controller and methods for controlling unmanned aerial vehicles for detection, prevention and suppression of fires in a designated zone are presented. Monitored information is received and analyzed to detect a presence of a fire event or a fire risk in the designated zone. A cargo unmanned aerial vehicle is directed to a vicinity of the fire event or the fire risk and instructed to deploy a fire retardant or a fire suppressant at a location of the fire event or the fire risk, if the presence of the fire event or the fire risk is detected.