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  • Welcome to Skyserve SURGE
    • Features
    • Terminologies
  • Model Submission
    • User Modes
    • Submission Fields
    • Model Guidelines
    • Model Repository Guidelines
    • Appendix
  • Model Journey
    • Testing Flow
    • Model Deployment
    • Model Tasking
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  1. Welcome to Skyserve SURGE

Terminologies

Terminology
Definition/Abbreviation

STORM

Edge computing platform

SURGE

Ground platform to Test/Calibrate/Manage/Deploy GeoAI models

Mission

Data Product

Product available to the user from STORM

Tasking

A process by the user to request image capture of their AOI

Deploy

Uplink the model to the satellite edge computer

Software Environment

A collection of programs, libraries, and utilities that allow users to perform specific tasks

Compute

Processing on the edge computer

Sensor

A device that detects and responds to some type of input on board the satellite

ISL

Inter-Satellite Link; A technology where two satellite communicate with each other.

RGB

Red-Green-Blue; 3 band image.

VisNIR

Visual + NIR image

NIR

Near Infrared

Multispectral

A collection of multiple image layers of the same scene, where each layer is acquired at a specific wavelength band

Hyperspectral

A technique that collects and processes information across the electromagnetic spectrum to obtain the spectrum for each pixel in an image

SAR

A type of active data collection where an instrument sends out a pulse of energy and then records the amount of that energy reflected back after it interacts with Earth

RF

Radio Frequency Data

Image Band

Raster of each individual spectrum being captured

Mask

Image masking is a technique used in photo editing to separate or isolate specific areas of an image from the rest. (It may be for objects like cloud, bad pixels etc)

AOI

Area of Interest of the user.

TIFF

A TIFF, which stands for Tag Image File Format, is a computer file used to store raster graphics and image information.

JSON

JSON is an open standard file format and data interchange format that uses human-readable text to store and transmit data objects consisting of name–value pairs and arrays.

GeoJSON

A format for encoding geographical data structures using JavaScript Object Notation (JSON)

Image

A combination/raster of all the bands of interest aligned into one raster.

SmartDiscard

Discard of data based on the image quality by the STORM pipeline.

Insight Compression

Compression techniques to further compress the outputs from models.

GSD

The distance between two consecutive pixel centers measured on the ground.

CPU

The primary component of a edge computer that acts as its “control center."

GPU

A specialized processor originally designed to accelerate computing of Deep Learning models or even simple computing.

CUDA

A parallel computing platform and programming model developed by NVIDIA for general computing on graphical processing units (GPUs)

TOPS

TOPS stands for Trillions of Operations Per Second and measures the speed of AI hardware such as NPU, GPU, and accelerator for AI inference tasks.

Uplink

The communication link from ground to satellite.

Downlink

The communication link from satellite to ground.

FoV

The open, observable area a captured by a camera

Cal/Val

A site where calibration means establishing the basic model for translating a measured signal (e.g. in counts) into the required observation (e.g. radiance)

SSO

A specialized type of polar orbit, designed to ensure a satellite passes over the same part of the Earth at approximately the same local solar time.

Revisit Time

The time interval between two successive a satellite or a system's observations on the AoI.

Swath

Ground area covered by the satellite sensor.

Geo-referencing

The internal coordinate system of a digital map or satellite photo can be related to a ground system of geographic coordinates

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Last updated 1 month ago