Temperature Forecasting Tool (TFT)

All Products Insights Temperature Forecasting Tool (TFT)

Product Highlights

30-day ground temperature forecasts tailored for Alaska’s North Slope.
Daily updates using beadedstream loggers and NOAA weather data.
Clear graphical displays of air and ground temperature trends at a depth of -30 cm (1 foot).
24/7 secure access via beadedcloud for remote monitoring.
Adaptable for permafrost regions and customizable for other geographical areas.

Overview

The beadedstream Temperature Forecasting Tool (TFT) is a powerful, machine-learning-based model designed to provide 30-day ground temperature forecasts. Specifically tailored for operators on Alaska’s North Slope, the TFT leverages data from beadedstream sensors and loggers, as well as weather data from the National Oceanic and Atmospheric Administration (NOAA), to offer reliable daily updates.

With its easy-to-interpret visual charts, the TFT delivers critical insights into ground temperature conditions, supporting industries that rely on accurate temperature monitoring, including ice road permitting, environmental monitoring, and permafrost management. It is the ideal solution for ensuring safe and efficient operations in extreme environments.

Read related case study:

- Ground Temperature Forecasting Pilot

Read related blog article:

- The Effect of Warmer Winters on North Slope Ice Road Operations

Features

Provides a 30-day forecast of ground temperatures at a depth of -30 cm (1 foot), essential for various operations in cold environments.

Regular updates ensure that users have access to the most current temperature data, sourced from beadedstream loggers and NOAA air temperature forecasts.

TFT displays both air and ground temperature trends in easy-to-read charts, making data interpretation fast and effective.

Monitor your forecasts from anywhere in the world with 24/7 access through beadedcloud, available on desktop and mobile devices.

Tailored winter (October 1 – February 1) and spring (March 1 – July 15) forecast versions ensure accuracy for critical operational periods.

The TFT predicts the probability (%) of specific temperature conditions occurring within the next 30 days, aiding in more informed decision-making.

Specification

Applications	● Ice road permitting and management. ● Permafrost monitoring. ● Environmental monitoring.
Forecast Range	● 30-day ground temperature forecast for a depth of -30 cm (1 foot). ● Daily updates based on beadedstream data loggers and NOAA weather forecast data.
Seasonal Forecast Versions	● Winter forecast (October 1 - February 1). ● Spring forecast (March 1 - July 15).
Data Presentation	● Clear graphs displaying both 30-day air temperature and ground temperature (-30 cm) forecasts. ● Probability (%) that the ground temperature will reach or exceed a specific value in the next 30 days (e.g., "78% chance of reaching -5°C within the next 30 days"). ● Daily updates to reflect the latest temperature trends.
Access and Monitoring	● 24/7 secure access through beadedcloud. ● Accessible via any internet browser on desktop or mobile devices.
Customization	● TFT’s machine learning model can be trained for diverse geographical regions. ● Adaptable for use in permafrost zones in Canada and other global regions with similar needs.

Documents

Temperature Forecasting Tool Spec Sheet [1 MB]

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