Near ground horizontal high resolution $C_n^2$ profiling from Shack-Hartmann slope and scintillation data

TL;DR

This paper introduces the CO-SLIDAR technique using a Shack-Hartmann sensor for high-resolution near ground $C_n^2$ turbulence profiling over a 2.7 km line of sight, demonstrating its effectiveness in real-world conditions.

Contribution

It provides the first comprehensive description of the CO-SLIDAR method for near ground turbulence profiling, including physics principles, reconstruction strategy, and error estimation.

Findings

Profiles with 220 m sampling pitch achieved over 2.7 km line of sight.

Demonstrated ability to measure spatial and temporal variability of turbulence.

Successful application in a rural landscape during an experimental campaign.

Abstract

CO-SLIDAR is a very promising technique for the metrology of near ground $C_n^2$ profiles. It exploits both phase and scintillation measurements obtained with a dedicated wavefront sensor and allows profiling on the full line of sight between pupil and sources. This technique is applied to an associated instrument based on a mid-IR Shack-Hartmann wavefront sensor, coupled to a 0.35 m telescope, which observes two cooperative sources. This paper presents the first comprehensive description of the CO-SLIDAR method in the context of near ground optical turbulence metrology. It includes the presentation of the physics principles underlying the measurements, of our unsupervised $C_n^2$ profile reconstruction strategy together with the error bar estimation on the reconstructed values. The application to data acquired in a heterogeneous rural landscape during an experimental campaign in Lannemezan (France) demonstrates the ability to obtain profiles with a sampling pitch of about 220 m over a 2.7 km line of sight. The retrieved $C_n^2$ profiles are presented and their variability in space and time is discussed.