Back to Products
FieldInsights
Product Specification
Product Name:Field Scale Precision Aligned Multispectral and/or Thermal Crop Health Mosaic
Product SKU:71303-12
Revision Date:2023-12-01
Product Overview
Description
Field Scale Precision Aligned Multispectral and/or Thermal Crop Health Mosaic provides measurements of Blue (B), Green (G), Red (R), Red-Edge (RE), Near-Infrared (NIR), and Long-Wave Infrared (LWIR) spectral bands and derivate vegetation indices. This product utilizes orthomosaics derived from high-resolution 6-band multispectral imagery captured across an entire field. Specific deliverables for this product are sensor dependent. Multispectral imagery that does not include the particular 6-band configuration of B, G, R, RE, NIR, and LWIR will include only a subset of deliverables.Recommended Use Cases
- Plant Growth
- Canopy Development
- Canopy Senescence
- Crop Health
- Crop Stress
- Nutrient Status
- Disease
- Water Stress
- Heat Stress
- Crop Damage
- Area of Interest Variability
- Image Scouting
- Image Anomaly Detection
Supported Crops
- Any Crop
Deliverables Summary
- Mosaic Multispectral (G, R, RE, NIR, LWIR) Precision Aligned
- Mosaic Multispectral (G, R, RE, NIR) Precision Aligned
- Mosaic Multispectral (B, G, R, LWIR) Precision Aligned
- Mosaic Multispectral (B, G, R, RE, NIR) Precision Aligned
Requirements
General Requirements
- Requires FieldAgent Enterprise License (61006-##) or Enterprise Analytics Upload/Export Surcharge (71010-09)
- Requires Field Scale Project Setup (71300-00)
- Imagery collected following all "Data Capture Requirements"
- Imagery uploaded to the FieldAgent Field created by Field Scale Project Setup (71300-00)
- FieldAgent Web: Order Mosaic submitted for Multispectral Crop Health Mosaic with Precison Aligned Checked and appropriate Product Variant selected for uploaded survey
- FieldAgent Desktop: Order Analytics submitted for Precision Aligned Multispectral and/or Thermal Crop Health Mosaic with appropriate Product Variant selected for uploaded survey
- Optional: Reflectance Panel Imagery required for Calibration: https://support.sentera.com/portal/en/kb/articles/capturing-your-refelectance-panel
Data Capture Requirements
Imagery Type
- Multispectral: B, G, R, RE, NIR
- RGB + NDRE (Bayer Filter)
- Multispectral: G, R, RE, NIR, LWIR
- Multispectral: G, R, RE, NIR
- RGB + Multispectral: LWIR
Ground Sample Distance
- Less than 20cm
Timing by Crop
| Crop | Timing/Growth Stage | Plant Size |
|---|---|---|
| Any Crop | Any | Any |
Flight Specifications
| Sensor | Altitude | Speed | Overlap | Flight Direction | Buffer | Heading | Gimbal Pitch | Terrain Informed |
|---|---|---|---|---|---|---|---|---|
| Double 4K (Multispectral) | 400ft (120m) | 22mph (10m/s) | 75% | Any | 50ft (15m) | Forward | -90° (Nadir) | Off |
| 6X | 400ft (120m) | 22mph (10m/s) | 75% | Any | 50ft (15m) | Forward | -90° (Nadir) | Off |
| 6X Thermal | 400ft (120m) | 22mph (10m/s) | 75% | Any | 50ft (15m) | Forward | -90° (Nadir) | Off |
| Micasense Altum | 400ft (120m) | 22mph (10m/s) | 75% | Any | 50ft (15m) | Forward | -90° (Nadir) | Off |
| Mavic 3 Multispectral | 400ft (120m) | 22mph (10m/s) | 75% | Any | 50ft (15m) | Forward | -90° (Nadir) | Off |
| Phantom 4 Multispectral | 400ft (120m) | 22mph (10m/s) | 75% | Any | 50ft (15m) | Forward | -90° (Nadir) | Off |
| Micasense RedEdge-MX | 400ft (120m) | 22mph (10m/s) | 75% | Any | 50ft (15m) | Forward | -90° (Nadir) | Off |
| Micasense RedEdge-P | 400ft (120m) | 22mph (10m/s) | 75% | Any | 50ft (15m) | Forward | -90° (Nadir) | Off |
Environmental Conditions
Lighting
Imagery should be captured between the time of 3 hours after sunrise and 3 hours before sunset. Consistent lighting conditions required for best results, including avoidance of hard shadows cast over the field which cause bright spots and dark spots in the dataset.Wind
Wind conditions should be within the specified limits of the aircraft or system being used to carry the imaging sensor.Precipitation
There should be no active precipitation during imagery capture.Deliverables
Analytics by Product Variant
| Analytic | Variants | Multispectral: B, G, R, RE, NIR | Multispectral: G, R, RE, NIR, LWIR | Multispectral: G, R, RE, NIR | RGB + Multispectral: LWIR |
|---|---|---|---|---|---|
| Imagery | Multispectral: B, G, R, RE, NIR **OR** RGB + NDRE (Bayer Filter) | Multispectral: G, R, RE, NIR, LWIR | Multispectral: G, R, RE, NIR | RGB + Multispectral: LWIR | |
| Mosaic Multispectral (B, G, R, RE, NIR) Precision Aligned (82006-01) | |||||
| Mosaic Multispectral (G, R, RE, NIR, LWIR) Precision Aligned (82007-01) | |||||
| Mosaic Multispectral (G, R, RE, NIR) Precision Aligned (82008-01) | |||||
| Mosaic Multispectral (B, G, R, LWIR) Precision Aligned (82009-01) |
Mosaic Multispectral (G, R, RE, NIR, LWIR) Precision Aligned (82007-01)
Description
A Green (G), Red (R), Red-Edge (RE), Near-Infrared (NIR), and Long-Wave Infrared (LWIR) multi-band mosaic provided at native resolution and georeferenced. Units for G, R, RE, and NIR bands provided as Reflectance (%) if calibrated, or as Digital Number (-) if not calibrated. Units for LWIR band provided as Temperature (deg C). Details about the native sensor configuration, including spectral band specifications and other metadata, are included in the GeoTIFF tags.Deliverable List
| Deliverable | Format | Description |
|---|---|---|
| Mosaic: Multispectral (Preliminary)* | GeoTiff | Green, Red, Red-Edge, Near-Infrared, and Long-Wave Infrared multi-band, full-resolution, and non-georeferenced raster |
| Mosaic: Multispectral | GeoTiff | Green, Red, Red-Edge, Near-Infrared, and Long-Wave Infrared multi-band, full-resolution, and georeferenced raster |
Mosaic Multispectral (G, R, RE, NIR) Precision Aligned (82008-01)
Description
A Green (G), Red (R), Red-Edge (RE), and Near-Infrared (NIR) multi-band mosaic provided at native resolution and georeferenced. Units for G, R, RE, and NIR bands provided as Reflectance (%) if calibrated, or as Digital Number (-) if not calibrated. Details about the native sensor configuration, including spectral band specifications and other metadata, are included in the GeoTIFF tags.Deliverable List
| Deliverable | Format | Description |
|---|---|---|
| Mosaic: Multispectral (Preliminary)* | GeoTiff | Green, Red, Red-Edge, and Near-Infrared multi-band, full-resolution, and non-georeferenced raster |
| Mosaic: Multispectral | GeoTiff | Green, Red, Red-Edge, and Near-Infrared multi-band, full-resolution, and georeferenced raster |
Mosaic Multispectral (B, G, R, LWIR) Precision Aligned (82009-01)
Description
A Blue (B), Green (G), Red (R) and Long-Wave Infrared (LWIR) multi-band mosaic provided at native resolution and georeferenced. Units for B, G, R bands provided as uncalibrated Digital Number (-). Units for LWIR band provided as Temperature (deg C). Details about the native sensor configuration, including spectral band specifications and other metadata, are included in the GeoTIFF tags.Deliverable List
| Deliverable | Format | Description |
|---|---|---|
| Mosaic: Multispectral (Preliminary)* | GeoTiff | Blue, Green, Red, and Long-Wave Infrared, full-resolution, and non-georeferenced raster |
| Mosaic: Multispectral | GeoTiff | Blue, Green, Red, and Long-Wave Infrared, full-resolution, and georeferenced raster |
Mosaic Multispectral (B, G, R, RE, NIR) Precision Aligned (82006-01)
Description
A Blue (B), Green (G), Red (R), Red-Edge (RE), and Near-Infrared (NIR) multi-band mosaic provided at native resolution and georeferenced. Units for B, G, R, RE, and NIR bands provided as Reflectance (%) if calibrated, or as Digital Number (-) if not calibrated. Details about the native sensor configuration, including spectral band specifications and other metadata, are included in the GeoTIFF tags.Deliverable List
| Deliverable | Format | Description |
|---|---|---|
| Mosaic: Multispectral (Preliminary)* | GeoTiff | Blue, Green, Red, Red-Edge, and Near-Infrared multi-band, full-resolution, and non-georeferenced raster |
| Mosaic: Multispectral | GeoTiff | Blue, Green, Red, Red-Edge, and Near-Infrared multi-band, full-resolution, and georeferenced raster |
Visualized Layers
Composite, Single-band, and Index visualized layers are dynamically rendered in FieldAgent. Composite layers include Color Infrared (NIR, R, G) and Natural Color (R, G, B). Single band layers include Blue (B), Green (G), Red (R), Red Edge (RE), Near Infrared (NIR), Long Wave Infrared (LWIR). Index layers include Normalized Difference Vegetation Index (NDVI), Normalized Difference Red Edge Index (NDRE), Green Normalized Difference Vegetation Index (GNDVI), Green Leaf Index (GLI), Chlorophyll Index Red Edge (CIRE), Chlorophyll Index Green (CIG), and Normalized Difference Water Index (NDWI). Multispectral imagery that does not include the specific band(s) needed to render a given layer will not be visualized.
Deliverables Containing Visualized Layers
- Mosaic: Multispectral
| Layer | Variants | Multispectral: B, G, R, RE, NIR | Multispectral: G, R, RE, NIR, LWIR | Multispectral: G, R, RE, NIR | RGB + Multispectral: LWIR |
|---|---|---|---|---|---|
| Imagery | Multispectral: B, G, R, RE, NIR **OR** RGB + NDRE (Bayer Filter) | Multispectral: G, R, RE, NIR, LWIR | Multispectral: G, R, RE, NIR | RGB + Multispectral: LWIR | |
| Composite: Color Infrared Equation: (NIR, R, G) | |||||
| Composite: Natural Color Equation: (R, G, B) | |||||
| Band: Blue Equation: B | |||||
| Band: Green Equation: G | |||||
| Band: Red Equation: R | |||||
| Band: Red Edge Equation: RE | |||||
| Band: NIR Equation: NIR | |||||
| Band: LWIR Equation: LWIR | |||||
| Index: NDVI Equation: (NIR - R)/(NIR + R) | |||||
| Index: NDRE Equation: (NIR - RE)/(NIR + RE) | |||||
| Index: GNDVI Equation: (NIR - G)/(NIR + G) | |||||
| Index: GLI Equation: (2G - R - B)/(2G + R + B) | |||||
| Index: CIRE Equation: (NIR/RE) - 1 | |||||
| Index: CIG Equation: (NIR/G) - 1 | |||||
| Index: NDWI Equation: (G - NIR)/(G + NIR) |