HIGH RESOLUTION REMOTE SENSING SATELLITE
Remote sensing technology is playing an increasingly important role in the agriculture sector. From industry consolidation to investment to business agreements, a lot of big dollar decisions are being made. But how well do you truly understand the technology around remote sensing in agriculture?
Here are four key concepts that anyone doing business in the sector should understand:
1. Revolutions and Resolution
Distinguishing between pixel size and other characteristics is important, as they are often forgotten but significant details. When satellite imagery is referred to as “high resolution” it is most likely referring to the spatial resolution – and as a trade-off, the resulting temporal resolution is low.
Currently, no one can offer high spatial and high temporal resolution – so the tradeoff is required. Understanding the effect of the various resolutions helps to evaluate the value of the data based on the needs.
- Pixels: The image is acquired by sampling the light reflected by the surface and recording the measurements in a grid.
- Spatial Resolution: Refers to the smallest object that can be identified on the ground and varies based on the position of the sensors relative to the target. Therefore, pixels within the same satellite image can have different spatial resolutions.
- Temporal Resolution: The amount of time between image acquisitions, or time revisit and the frequency at which data is downloaded to a ground segment.
High spatial, low temporal is best for precision tools that require intrafield analysis. But the type of crop being evaluated effects the value of the spatial resolution. For example, there is little value in ultra-high spatial resolution for large production crops since the equipment used to manage these crops cannot apply treatments at that level of precision. By comparison, an orchard that manages its crop on a plant-by-plant basis will extrapolate more value from the ultra-high spatial resolution data.
Low spatial, high temporal is best for crop monitoring. The more acres and growers an agronomist manages, the more important it becomes to identify which fields need attention quickly. By receiving daily data on a large scale, time management is more efficient and effective.
2. The Spectrum
Radiometers on satellites measure wavelengths of electromagnetic radiation being reflected by targets on Earth – known as the spectral response – based on the electromagnetic spectrum. Different objects have different spectral signatures, which provide information on what is being observed.
Because each remote sensing tool (satellite, drone, etc.) has its own spectral band, they do not see the same exact colors for a given surface. This means data being collected from multiple sources cannot be compared to one another without carefully cross-calibrating the data.
3. From Wavelengths to Crop Health
The wavelengths and intensity of the spectral response provide the information needed for vegetation index calculations. Vegetation indices provide an indication of the relative density and health of vegetation for each pixel in a satellite image.
The most common is the Normalized Difference Vegetation Index (NDVI): Sensitive to both biomass and chlorophyll activity, providing a data range from -1 to +1. Since there is more reflected radiation in near-infrared wavelengths than in visible wavelengths, the closer to +1 indicates healthier vegetation. If there is little difference, the vegetation may be stressed or dead – or the data captured is of bare soil.
Ultimately each pixel captured provides a wealth of information that can be used in a variety of calculations to provide multiple data points. The more cloud-free pixels you can capture, the more information you have available and the better the resulting data will be.
4. The Power of Processing
When it comes to agricultural application, satellite imagery is not suitable in its raw form. The information captured from the satellite sensors must be processed before it can be used for analyses such as NDVI. There are several factors that affect imagery captured by a single satellite that must be corrected, including (but not limited to):
- The atmosphere
- Cloud cover
- Shadows due to sun blockage
- Varying spatial resolutions based on the distance from the NADIR
- Varying angles of sunlight based on the curvature of the Earth
- Viewing angle of the sensor
- Topographical distortions
- Environmental effect
Most of these distortions can be removed automatically, given the right algorithms and metadata, but others can be a rather labor intensive process. This is what makes the difference between a pretty, colorful map and actual data that users can capitalize on.
While using remote sensing data doesn’t require an in-depth understanding of how the technology works, having a working knowledge of a few key concepts helps to understand better what is feasible.
More on remote sensing in agriculture:
- University of Missouri research: Precision Agriculture: Remote Sensing and Ground Truthing
- SEOS tutorial: Remote Sensing and GIS in Agriculture
- National Remote Sensing Centre research
- Gamaya research on remote sensing in precision farming
- Top 10 Use of Remote Sensing in Agriculture
Carponis-1
CARPONIS-1 is the first high resolution remote sensing Brazilian satellite. It is part of PESE (Programa Estratégico de Sistemas Espaciais) satellite constellation, developed under the Brazilian Space Program.
CARPONIS-1 will be capable of generate full-color images using 1m (or smaller) scale resolution. That means higher sharpness, higher precision, higher quality than the images currently provided by CBERS-4 satellite, that is only capable of B&W imaging at a 5m resolution.
First expectation was set for CARPONIS-1 to be launched along 2022, but the COVID-19 has been an issue and has delayed the process.
From the Brazilian Defense perspective, CARPONIS-1 will support the Brazilian Intelligence at the Armed Forces, along their military operations in the Brazilian territory plus elsewhere, whenever necessary. Federal Police would also be supported by CARPONIS-1, specially on monitoring the frontiers, helping to identify illegal activities, smuggling and drug dealer moves. It would even help to reduce the Amazon deforestation, by helping oversight and surveillance in the region.
From the Disaster Recovery teams perspective, CARPONIS-1 would help to reduce the response time, allowing quicker reactions to any catastrophe.
A reliable TT&C plus PDT (Payload Data Transmission) systems combined in the ground station service is essential for optimizing the application performance
There will be a RFP soon, to build and to launch CARPONIS-1. It will be open to any international company that would be interested in participating. Some of the most important conditions to have a valid and potentially winning proposal would be:
- To consider a high percentage of local components (products & services) utilization when building the satellite (prioritize National content);
- To consider independence and optimization for logistic, industrial and technical processes in the proposal (RTLI);
- To include a Technology Transfer process in the proposal;
- To evaluate integrating and testing the satellite at INP, in São José dos Campos SP.
SOURCES: BRAZILIAN AIR FORCE and BRAZILIAN DEFENSE official websites.
Please, check out other KEY ON-GOING BUSINESS CASES at Brazilian Air Force (FAB), Brazilian Navy and other opportunities for Latin America:
- BUSINESS CASE SGDC 1 & 2
- BUSINESS CASE FAB / AEB “ALCANTARA launching base”
- BUSINESS CASE SMART AGRICULTURE – NB-IoT
- BUSINESS CASE INPE REMOTE SENSING SATELLITE “AMAZONIA-1”
- BUSINESS CASE INPE REMOTE SENSE SATELLITE “CBERS”
- BUSINESS CASE ELETROBRAS – HYDROELETRIC POWER
- BUSINESS CASE VALE – ENERGY STORAGE
- BUSINESS CASE MB “UNMANNED AIRCRAFT”
- BUSINESS CASE SISFRON – BRAZILIAN TERRESTRIAL BORDER
- BUSINESS CASE “AMAZÔNIA AZUL”
- BUSINESS CASE BRAZILIAN NAVY NUCLEAR PROGRAM
- BUSINESS CASE AIRCRAFTS SAAB F-39E GRIPEN
- BUSINESS CASE MB “ANTI-SHIP MISSILE”
- BUSINESS CASE MB “TAMANDARÉ FRIGATES”
If your company is interested in opportunities such as those above, please let us know. MEREGE would be more than glad to act as your bridge into Brazil.
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