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NetNews@IFAJ2001 |
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Enthusiastic discussion about Monday topics - Milk
is a source - Meat
balls can - Murnakutka and Tervalohi fascinated
- SATURDAY
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Enthusiastic
discussion about Monday topics
Modern techniques in Finnish agriculture aroused enthusiastic discussion. See the speeches here.
Jouko Kleemola and Jari Peltonen: Aerial photos as a tool for better N-fertiliser planning
Kemira Agro Oy Remote sensing using aerial images is considered
suitable for the rapid monitoring of fields under cultivation. Plants
reflect a large proportion of incoming light in (near) infrared
wavelengths and absorb light in red wavelengths. It is thus possible to
estimate canopy parameters, such as plant biomass, based on measured
reflectances. A satellite image would be a preferable way to obtain
remote sensing data. However, it must occasionally be supported by, for
example, airborne data or weather problems. Particularly in Nordic
conditions, cloudiness can hamper or prevent imaging during the growing
period. Therefore, remote sensing using aerial imaging might be a better
method for the rapid monitoring of crop growth and for creating
application maps for fertilisers and pesticides as well as grain yield
and quality maps, which help farmers to improve their economy in crop
production. In the summers of 2000 and 2001 Kemira Agro tested
aerial photos (false colour images) as an information source in
estimating crop biomass and leaf greenness in Finland. Approximately 150
farms were included in the study. Images on test fields were taken twice
during the season. Simultaneously real crop samples were taken to
estimate the crop growth and grain quality formation potential. The
field measurements and image data were linked using DGPS positioning. The images were taken at the height of about 1km,
with a single image covering an area of approximately 170ha. The film
used was Kodak Aerochrome II Infrared Film 2443. Wavelengths below 525nm
were filtered out. The film was processed and scanned to a 0.5m
resolution in the laboratory. Aerial surveys were planned and conducted
by the National Land Survey of Finland. The field boundaries used in rectifying the images
were obtained from the Finnish Ministry of Agriculture and Forestry. The
rectification was conducted using ERMapper software (Earth Resources
Mapping Pty Ltd.). The reflectance data on each test field was extracted
and used in calculations, by utilising Kemira Lorisä (LOcal Resource
Information System)
software. The reflectance data contained raw digital counts for blue,
green and red in each pixel, ranging from 0-255. The process for
monitoring the field and calculations for creating maps and solutions
are described in Figure 1. The study showed that it is possible to develop a
service that provides a flexible concept for farmers to utilise
precision farming techniques, by monitoring fields with aerial images
(cf. the relationship between the observed and estimated crop samples in
Figure 2). The concept offers the farmer a management tool for sampling
his fields with more targeted soil samples, providing more
cost-efficient and controlled fertilisation and crop protection
measurements, and optimising the harvesting quality of the crop for
better pricing.
For further information, please contact Jouko Kleemola, Senior Scientist, Espoo Research
Centre
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