Camera Calibration Certificate No: DMC III 27542

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Calibration DMC III Camera Calibration Certificate No: DMC III 27542 For Peregrine Aerial Surveys, Inc. #201 1255 Townline Road Abbotsford, B.C. V2T 6E1 Canada Calib_DMCIII_27542.docx Document Version 3.0 page 1 of 48

This calibration certificate complies with DIN 18740-4 Camera: DMC III Manufacturer : Leica Geosystems Technologies, D-73430 Aalen, Germany Reference: PAN Serial Number: 00128301 (PAN Head) Date of Calibration: 20. June 2017 Date of Report: 21. June 2017 Number of Pages: 48 This camera system is certified by Leica Geosystems Technologies and is fully functional within its specifications and tolerances. Date of Calibration: June 2017 Date of Certification: June 2017 Dipl.Ing. Christian Mueller, Product Manager Dipl.Ing. Gerald Kapoun, Technical Consultant Calib_DMCIII_27542.docx Document Version 3.0 page 2 of 48

Camera Serial Numbers and Calibration flight Camera Head Serial Calib. Date Number PAN 00128301 20.06.2017 (reference) MS1 (NIR) 00128770 20.06.2017 MS2 (Blue) 00128798 20.06.2017 MS3 (Red) 00128775 20.06.2017 MS4 (Green) 00128801 20.06.2017 Calib_DMCIII_27542.docx Document Version 3.0 page 3 of 48

Calibration flight performed: 13. June 2017 Flight parameters of 5cm Calibration Flight Parameter Burn-in flight GSD [cm] 5 End-lap [%] 75 Side-lap [%] 75 Number of Exposures 168 Number of Flight Lines 6 Number of Cross Flight Lines 6 Number of Control Points 5 Number of Check Points 75 GPS/INS YES Calib_DMCIII_27542.docx Document Version 3.0 page 4 of 48

Application Parameter Burn-in flight Weighting for manual measured image points 1.0 Weighting for automatic measured image points 1.0 Weighting for Control Points 2.8 / 2.8 / 1.6 Weighting for GPS 1.6 / 1.6 / 1.6 Weighting for INS 0.2 / 0.2 / 0.1 Modeling of GPS systematic residuals NO Bore Sight Alignment (YES/NO) NO Camera Self Calibration (YES/NO) NO Statistics Bundleblockadjustment Parameter Burn-in flight Sigma0 [µm] 1.555 Mean Std Dev Photo Position [cm] 1.6 / 1.6 / 1.3 Mean Std Dev Photo Attitude [mdeg] 0.6 / 0.8 / 0.3 Mean Std Dev Control Points [cm] 0.8 / 0.8 / 1.3 Mean Std Dev Check Points [cm] 1.1 / 1.1 / 2.4 RMS Photo Position [cm] 1.3 / 1.5 / 1.3 RMS Photo Attitude [mdeg] 1.1 / 1.3 / 2.4 Statistics Results Parameter Burn-in flight RMS of Control Points horizontal [cm] 1.2 / 2.3 Max Ground Residual of Control Points horizontal [cm] 1.9 / 3.2 RMS of Control Points vertical [cm] 2.2 Max Ground Residual of Control Points vertical [cm] 3.0 RMS of Check Points horizontal [cm] 2.8 / 2.6 Max Ground Residual of Check Points horizontal [cm] 5.7 / 6.9 RMS of Check Points vertical [cm] 3.2 Max Ground Residual of Check Points vertical [cm] 6.8 Calib_DMCIII_27542.docx Document Version 3.0 page 5 of 48

Flight parameters of independent 8cm Reference Block Parameter Burn-in flight GSD [cm] 8 End-lap [%] 70 Side-lap [%] 60 Number of Exposures 54 Number of Flight Lines 3 Number of Cross Flight Lines 3 Number of Control Points 5 Number of Check Points 78 GPS/INS YES Calib_DMCIII_27542.docx Document Version 3.0 page 6 of 48

Application Parameter Burn-in flight Weighting for manual measured image points 1.0 Weighting for automatic measured image points 1.0 Weighting for Control Points 7.1 / 7.1 / 4.0 Weighting for GPS 4.0 / 4.0 / 4.0 Weighting for INS 0.2 / 0.2 / 0.1 Modeling of GPS systematic residuals Bore Sight Alignment (YES/NO) Camera Self Calibration (YES/NO) NO NO NO Statistics Bundleblockadjustment Parameter Burn-in flight Sigma0 [µm] 1.464 Mean Std Dev Photo Position [cm] 2.0 / 1.9 / 1.9 Mean Std Dev Photo Attitude [mdeg] 0.5 / 0.6 / 0.4 Mean Std Dev Control Points [cm] 0.9 / 0.9 / 1.6 Mean Std Dev Check Points [cm] 1.6 / 1.6 / 4.0 RMS Photo Position [cm] 1.2 / 1.2 / 1.7 RMS Photo Attitude [mdeg] 0.6 / 0.9 / 1.2 Statistics Results from independent Referenceblock Parameter Burn-in flight RMS of Control Points horizontal [cm] 0.4 / 1.3 Max Ground Residual of Control Points horizontal [cm] 0.7 / 2.5 RMS of Control Points vertical [cm] 1.6 Max Ground Residual of Control Points vertical [cm] 2.1 RMS of Check Points horizontal [cm] 1.8 / 2.0 Max Ground Residual of Check Points horizontal [cm] 6.0 / 5.1 RMS of Check Points vertical [cm] 3.9 Max Ground Residual of Check Points vertical [cm] 8.4 The results of the aerial triangulation were generated with ImageStation Automatic Triangulation (ISAT), 2016, from Intergraph Inc.. The maximum RMS in check points is 0.5 GSD in x,y and 0.7 GSD in z. Aerial Triangulation performed by 20.06.2017 Dipl. Ing. Gerald Kapoun Date Calib_DMCIII_27542.docx Document Version 3.0 page 7 of 48

Geometric Calibration The output image geometry is based on the Pan Camera head (reference head = master camera). All other camera heads are registered and aligned to this head. Aerial triangulation checks overall system performance based on. Output image Reference Camera PAN Serial Number 00128301 Number of rows/columns [pixels] 25728 x 14592 Pixel Size [ m] 3.900 x 3.900 Image Size [mm] 100.3392 x 56.9088 Focal Length [mm] 92.0000 mm + /- 0.001 mm Principal Point [mm] X= 0.0000 mm, Y= 0.0000 mm + /- 0.001 mm The SYNTHETIC geometric calibration is based on a simulated mathematical lens distortion calculation based on the detailed optical design data of the lens. It is equivalent to the DMC II collimator calibration procedure, projecting 800 light targets on 28 lines that are distributed diagonally on the focal plane. Figure 1: SYNTHETIC Light Target Simulation Calib_DMCIII_27542.docx Document Version 3.0 page 8 of 48

Geometric Calibration Image Residuals Figure 2 shows the image residuals, split in radial and tangential directions after the calibration adjustment. The maximum residuals are less than or equal to 1.0 microns and the RMSE values are below 0.5 microns. Figure 2: Tangential/Radial Distortion Residuals Figure 3 shows the 2-D plot of the image residuals in mm. Figure 3: 2-D Image Residuals. Mean RMS 0.2 um (maximum 0.8 microns) Calib_DMCIII_27542.docx Document Version 3.0 page 9 of 48

Optical System Modulation Transfer Function, MTF of PAN Camera (Reference) DMC III PAN MTF Polychromatic F/5.6 ; 92 mm Temperature Stability +40 C 0 C +20 C - 20 C The MTF measurement is camera type specific and shows variation of the MTF within the specified temperature range. This is a camera type specific measurement. Calib_DMCIII_27542.docx Document Version 3.0 page 10 of 48

Relative Spectral Response DMC III Calibration Radiometric Calibration Sensitivity of PAN camera (Reference) DMC III 391 MP Relative Spectral Response 1.0 0.9 Rel. Sens. Pan @ 0 0.8 0.7 0.6 0.5 0.4 0.3 0.2 0.1 0.0 450 500 550 600 650 700 750 Wavelength (nm) The sensitivity shows the spectral response curve of the single camera head including the optical system (optics, filter) and the sensor response. The DMC III is calibrated with a NIST traceable spectroradiometer and an integrating sphere.. This allows computing pixel radiance values from pixels digital numbers and is a camera type specific calibration. This is a camera type specific measurement. Calib_DMCIII_27542.docx Document Version 3.0 page 11 of 48

Sensor Linearity (Reference) The sensor linearity is measured in the Lab with calibrated spectrometer. This is a camera type specific calibration. Below figure shows the linearity of the raw sensor and after flat fielding: Senor Linearity The deviation from the linearity is below 1%. This is a camera type specific measurement. Calib_DMCIII_27542.docx Document Version 3.0 page 12 of 48

Radiometric Calibration Sensor Noise (Reference) Sensor noise shows image noise with respect to the image center measured at an aperture of 16 with exposure time of 16msec. Sensor Signal to Noise Ratio This is from a camera type specific calibration. Calib_DMCIII_27542.docx Document Version 3.0 page 13 of 48

Radiometric Calibration Aperture Correction (Reference) Camera PAN (00128301) The light fall off to the border due the influence of the optics depends on the aperture used. Therefore this calibration approach delivers individual calibration images for each aperture (Full F-Stop). In general the light fall off is a function of the image height (radial distance from center). The figure below shows the profile from the upper left corner to the lower right corner of the calibration images. Compensation of the light fall off can be measured after normalization and is within ± 2.5% of the dynamic range. Light fall off and correction after normalization (blue) for PAN sensor This is from a camera type specific calibration. Calib_DMCIII_27542.docx Document Version 3.0 page 14 of 48

Radiometric Calibration Defect Pixel Camera PAN (00128301) Defect pixels are detected during radiometric calibration and will be corrected during radiometric processing of the images. The quantity and cumulative percentage and specification of defects are described in Appendix Defect Pixel Recognition at page 46. Calib_DMCIII_27542.docx Document Version 3.0 page 15 of 48

Optical System Modulation Transfer Function, MTF of Green camera DMC III MS Green MTF F/4.0 ; 45 mm Temperature Stability +40 C 0 C +20 C -20 C Calib_DMCIII_27542.docx Document Version 3.0 page 16 of 48

Radiometric Calibration Sensitivity of Green camera Spectral response curve of the single camera head. The sensitivity shows the spectral response curve of the single camera head including the optical system (optics, filter) and the sensor response. The DMC III is calibrated with respect to the absolute spectrometer. This allows computing pixel radiance values from pixels digital numbers and is a camera type specific calibration. Calib_DMCIII_27542.docx Document Version 3.0 page 17 of 48

Radiometric Calibration Sensor Linearity (Reference) The sensor linearity is measured in the Lab with calibrated spectrometer. This is a camera type specific calibration. Below figure shows the linearity of the raw sensor and after flat fielding: Senor Linearity from Light Level 0 (dark) to (100 % = Saturation) The deviation from the linearity is below 1%. Calib_DMCIII_27542.docx Document Version 3.0 page 18 of 48

Radiometric Calibration Sensor Noise (Reference) Sensor noise shows image noise with respect to the image center measured at an aperture of 5.6 with exposure time of 10msec. Sensor Signal to Noise Ratio Calib_DMCIII_27542.docx Document Version 3.0 page 19 of 48

Radiometric Calibration Aperture Correction Green (00128801) The light fall off to the border due the influence of the optics depends on the aperture used. Therefore this calibration approach delivers individual calibration images for each aperture (Full F-Stop). In general the light fall off is a function of the image height (radial distance from center). The figure below shows the profile from the upper left corner to the lower right corner of the calibration images. Green 15 db Calib_DMCIII_27542.docx Document Version 3.0 page 20 of 48

Green 21 db This is a camera type specific calibration. Calib_DMCIII_27542.docx Document Version 3.0 page 21 of 48

Radiometric Calibration Defect Pixel Green (00128801) Defect pixels are detected during radiometric calibration and will be corrected during radiometric processing of the images. The quantity and cumulative percentage and specification of defects are described in Appendix Defect Pixel Recognition at page 46. Calib_DMCIII_27542.docx Document Version 3.0 page 22 of 48

Optical System Modulation Transfer Function, MTF of Red camera DMC III MS Red MTF F/4.0 ; 45 mm Temperature Stability +40 C 0 C +20 C -20 C Calib_DMCIII_27542.docx Document Version 3.0 page 23 of 48

Radiometric Calibration Sensitivity of Red camera Spectral Response Curves of the single camera head. The sensitivity shows the spectral response curve of the single camera head including the optical system (optics, filter) and the sensor response. The DMC III is calibrated with respect to the absolute spectrometer. This allows computing pixel radiance values from pixels digital numbers and is a camera type specific calibration. Calib_DMCIII_27542.docx Document Version 3.0 page 24 of 48

Radiometric Calibration Sensor Linearity (Reference) The sensor linearity is measured in the Lab with calibrated spectrometer. This is a camera type specific calibration. Below figure shows the linearity of the raw sensor and after flat fielding: Senor Linearity from Light Level 0 (dark) to (100 % = Saturation) The deviation from the linearity is below 1%. Calib_DMCIII_27542.docx Document Version 3.0 page 25 of 48

Radiometric Calibration Sensor Noise (Reference) Sensor noise shows image noise with respect to the image center measured at an aperture of 5.6 with exposure time of 10msec. Sensor Signal to Noise Ratio Calib_DMCIII_27542.docx Document Version 3.0 page 26 of 48

Radiometric Calibration Aperture Correction Red (00128775) The light fall off to the border due the influence of the optics depends on the used aperture. Therefore this calibration approach has for each aperture (Full F-Stop) its own calibration image. In general the light fall off is a function of the image radius. In this calibration approach instead of function the real measured values in the image is used. The figure below shows the profile from the upper left corner to the lower right corner of each of this calibration images to give a feeling on the amount of correction. Red 15 db Calib_DMCIII_27542.docx Document Version 3.0 page 27 of 48

Red 21 db This is a camera type specific calibration. Calib_DMCIII_27542.docx Document Version 3.0 page 28 of 48

Radiometric Calibration Defect Pixel Red (00128775) Defect pixels are detected during radiometric calibration and will be corrected during radiometric processing of the images. The quantity and cumulative percentage and specification of defects are described in Appendix Defect Pixel Recognition at page 46. Calib_DMCIII_27542.docx Document Version 3.0 page 29 of 48

Optical System Modulation Transfer Function, MTF of Blue camera DMC III MS Blue MTF F/4.0 ; 45 mm Temperature Stability +40 C 0 C +20 C -20 C Calib_DMCIII_27542.docx Document Version 3.0 page 30 of 48

Radiometric Calibration Sensitivity of Blue camera Spectral Response Curves of the single camera head. The sensitivity shows the spectral response curve of the single camera head including the optical system (optics, filter) and the sensor response. The DMC III is calibrated with respect to the absolute spectrometer. This allows computing pixel radiance values from pixels digital numbers and is a camera type specific calibration. Calib_DMCIII_27542.docx Document Version 3.0 page 31 of 48

Radiometric Calibration Sensor Linearity (Reference) The sensor linearity is measured in the Lab with calibrated spectrometer. This is a camera type specific calibration. Below figure shows the linearity of the raw sensor and after flat fielding: Senor Linearity from Light Level 0 (dark) to (100 % = Saturation) The deviation from the linearity is below 1%. Calib_DMCIII_27542.docx Document Version 3.0 page 32 of 48

Radiometric Calibration Sensor Noise (Reference) Sensor noise shows image noise with respect to the image center measured at an aperture of 5.6 with exposure time of 10msec. Sensor Signal to Noise Ratio Calib_DMCIII_27542.docx Document Version 3.0 page 33 of 48

Radiometric Calibration Aperture Correction Blue (00128798) The light fall off to the border due the influence of the optics depends on the used aperture. Therefore this calibration approach has for each aperture (Full F-Stop) its own calibration image. In general the light fall off is a function of the image radius. In this calibration approach instead of function the real measured values in the image is used. The figure below shows the profile from the upper left corner to the lower right corner of each of this calibration images to give a feeling on the amount of correction. Blue 15 db Calib_DMCIII_27542.docx Document Version 3.0 page 34 of 48

Blue 21 db This is a camera type specific calibration. Calib_DMCIII_27542.docx Document Version 3.0 page 35 of 48

Radiometric Calibration Defect Pixel Blue (00128798) Defect pixels are detected during radiometric calibration and will be corrected during radiometric processing of the images. The quantity and cumulative percentage and specification of defects are described in Appendix Defect Pixel Recognition at page 46. Calib_DMCIII_27542.docx Document Version 3.0 page 36 of 48

Optical System Modulation Transfer Function, MTF of IR camera DMC III MS IR MTF F/4.0 ; 45 mm Temperature Stability +40 C 0 C +20 C -20 C Calib_DMCIII_27542.docx Document Version 3.0 page 37 of 48

Radiometric Calibration Sensitivity of NIR camera Spectral Response Curves of the single camera head. The sensitivity shows the spectral response curve of the single camera head including the optical system (optics, filter) and the sensor response. The DMC III is calibrated with respect to the absolute spectrometer. This allows computing pixel radiance values from pixels digital numbers and is a camera type specific calibration. Calib_DMCIII_27542.docx Document Version 3.0 page 38 of 48

Radiometric Calibration Sensor Linearity (Reference) The sensor linearity is measured in the Lab with calibrated spectrometer. This is a camera type specific calibration. Below figure shows the linearity of the raw sensor and after flat fielding: Senor Linearity from Light Level 0 (dark) to (100 % = Saturation) The deviation from the linearity is below 1%. Calib_DMCIII_27542.docx Document Version 3.0 page 39 of 48

Radiometric Calibration Sensor Noise (Reference) Sensor noise shows image noise with respect to the image center measured at an aperture of 5.6 with exposure time of 10msec. Sensor Signal to Noise Ratio Calib_DMCIII_27542.docx Document Version 3.0 page 40 of 48

Radiometric Calibration Aperture Correction NIR (00128770) The light fall off to the border due the influence of the optics depends on the used aperture. Therefore this calibration approach has for each aperture (Full F-Stop) its own calibration image. In general the light fall off is a function of the image radius. In this calibration approach instead of function the real measured values in the image is used. The figure below shows the profile from the upper left corner to the lower right corner of each of this calibration images to give a feeling on the amount of correction. NIR 15 db Calib_DMCIII_27542.docx Document Version 3.0 page 41 of 48

NIR 21 db This is a camera type specific calibration. Calib_DMCIII_27542.docx Document Version 3.0 page 42 of 48

Radiometric Calibration Defect Pixel NIR (00128770) Defect pixels are detected during radiometric calibration and will be corrected during radiometric processing of the images. The quantity and cumulative percentage and specification of defects are described in Appendix Defect Pixel Recognition at page 46. Calib_DMCIII_27542.docx Document Version 3.0 page 43 of 48

Y in mm DMC III Calibration Sensor Geometric 59 Bigfoot - Flatness 48 32 16 Z in mm 0.020-0.040 0.000-0.020-0.020-0.000-0.040--0.020 X in mm 0 0 20 40 60 80 102 Calib_DMCIII_27542.docx Document Version 3.0 page 44 of 48

Radiometric Reference Camera Calibration The DMC III absolute radiometric calibration uses a reference camera to produce consistent DN and radiance values from all cameras systems. The application of the reference camera values occurs within PPS, when color balancing output is selected. Then, a single set of calibration coefficients, along with the current acquisition F# and exposure time, may be used to convert the color balanced (radiometric corrected) DN values to radiance. A single, reference camera absolute radiometric calibration coefficient is provided for each camera band. For the multispectral cameras, which have variable gains, the calibration is provided at a single reference gain. Theses calibration coefficients are applied to image DN values that have been corrected within PPS to match the reference camera. In PPS, the uncorrected, raw DN values are dark image subtracted and flat fielded using the current camera s calibration files. Then the DN values are scaled to the reference camera maximum DN value for the current acquisition F-stop, and if appropriate, scaled to account for differences in gain. Once these corrections have occurred, the DN values are representative of the reference camera. Then, the corrected DN values can be converted to radiance using the following equation: L = C ref DN F#2 τ Where: C ref -- calibration coefficient (in µw ms / (cm2 sr nm)) F# -- current aperture or f-number -- current exposure time (in ms) DN radiometric corrected DN value output from PPS Calib_DMCIII_27542.docx Document Version 3.0 page 45 of 48

Defect Pixel Recognition The table below shows the maximal allowed physical defects on the CMOS and CCD Sensors and its definitions. Description CMOS/CCD Spec PAN GREEN RED BLUE NIR s/n 00128301 00128801 00128775 00128798 00128770 meet spec meet spec meet spec meet spec meet spec Bright image Pixel whose signal, at nominal light (illumination at 50% of the linear range), deviates more than 30% from its neighboring pixels. Pixel Dark image Pixel whose signal, in dark, deviates more than 6mV from its neighboring pixels (about 1% of nominal light). Max Count PAN 15000 yes --- --- --- --- MS 500 --- yes yes yes yes Column/Row Description CMOS/CCD Spec PAN GREEN RED BLUE NIR s/n 00128301 00128801 00128775 00128798 00128770 meet spec meet spec meet spec meet spec meet spec Definition Recognition (bright and dark) Max Single Column A column which has more than 8 pixel defects in one 1x12 kernel Column defects must be horizontally separated by 5 columns for single line defects and 10 for double line defects Same as defect pixel recognition PAN 140 yes --- --- --- --- MS 20 --- yes yes yes yes Max double Column Max Single Row Max double Row PAN 40 yes --- --- --- --- MS 6 --- yes yes yes yes PAN 140 yes --- --- --- --- PAN 40 yes --- --- --- --- Calib_DMCIII_27542.docx Document Version 3.0 page 46 of 48

The Post-Processing-Software is correcting following pixel and columns: Pixel PPS Correction Pixel whose gray value in a 16 x16 kernel differs from the median more than 30% PPS Correction Column Pixel whose gray value in a 16 x16 kernel differs from the median more than 5% and more than 15 defects in one column PPS Correction Row Pixel whose gray value in a 16 x16 kernel differs from the median more than 5% and more than 15 defects in one row Calib_DMCIII_27542.docx Document Version 3.0 page 47 of 48

Bibliography Brown D. C. Close-Range Camera Calibration, Photogrammetric Engineering 37(8) 1971 Dörstel C., Jacobsen K., Stallmann D. (2003): DMC Photogrammetric accuracy Calibration aspects and Generation of synthetic DMC images, Eds. M. Baltsavias / A.Grün, Optical 3D Sensor Workshop, Zürich Fraser C., Digital Camera sel-f calibration. ISPRS Journal of Photogrammetry and Remote Sensing, (997, 5284): 149-159 Zeitler W., Dörstel C., Jacobsen K. (2002): Geometric calibration of the DMC: Method and Results, Proceedings ASPRS, Denver, USA. Ryan R., Pagnutti M. (2009): Enhanced Absolute and Relative Radiometric Calibration for Digital Aerial Cameras, in: Fritsch D. (Ed.), Photogrammetric Week 2009, Wichmann-Verlag, pp. 81-90. Doering D., Hildebrand J., Diete N. (2009): Advantages of customized optical design for aerial survey cameras, in: Fritsch D. (Ed.), Photogrammetric Week 2009, Wichmann-Verlag, pp. 69-80. Stoldt, H. (2010): DALSA Ultra large CCD technology Customized for Aerial Photogrammetry. At: ASPRS 2010, San Diego, USA, p. 15. Calib_DMCIII_27542.docx Document Version 3.0 page 48 of 48