The potential of very high spatial resolution remote sensing in applications in smallholder agriculture

Dimitris Stratoulias, R.A. De By, R. Zurita-Milla, W. Bijker, V. Tolpekin, Urs Schulthess, Zia Uddin Ahmed

Research output: Contribution to conferencePaperAcademicpeer-review

2 Citations (Scopus)

Abstract

Smallholder farmers contribute to more than 50% of the world's annual production of cereals, meat and dairy products and they cultivate more than 80% of the total agricultural area in Asia and Sub-Saharan Africa. Conversely, it is estimated that more than 2.5 billion people depend directly on the agricultural sector. Earth Observation has been a tool for agronomists with ever-increasing capability, however, the case of agriculture in low-income countries imposes challenges, for instance in recognizing mixed- and inter-cropping, the small size of the farm plots and lack of sound crop management systems, which increase the uncertainty of information derived from remotely sensed data. The Spurring a Transformation for Agriculture through Remote Sensing (STARS) project aims to investigate the potential of Very High Spatial Resolution remote sensing in delivering data products that can better inform decisions around smallholder agriculture. Data are collected throughout the growing season via in-situ measurements, Unmanned Aerial Vehicles equipped with NIR and multispectral cameras and VHSR satellite images. One important STARS' objective is to analyze the spectral information of this multi-scale and multi-temporal dataset and establish implementation flows to support stakeholders in their decision making and economic development. In this study, we demonstrate the usefulness of VHSR images in mapping and monitoring smallholder crop fields in Bangladesh. UAV-based and satellite data at a variety of spatial scales are presented and the degree to which delineation of crop fields and related agronomical information can be extracted is discussed. This study aims to demonstrate potentials and limitations of the use of remote sensing for monitoring crop fields of smallholder farmers.

Original languageEnglish
Number of pages7
Publication statusPublished - 1 Jan 2015
Event36th Asian Conference on Remote Sensing, ACRS 2015: Fostering Resilient Growth in Asia - Quezon City, Metro Manila, Philippines
Duration: 24 Oct 201528 Oct 2015
Conference number: 36
http://www.acrs2015.org/

Conference

Conference36th Asian Conference on Remote Sensing, ACRS 2015
Abbreviated titleACRS
CountryPhilippines
CityQuezon City, Metro Manila
Period24/10/1528/10/15
Internet address

Fingerprint

Agriculture
Crops
Remote sensing
Unmanned aerial vehicles (UAV)
Satellites
Dairy products
Meats
Monitoring
Farms
Decision making
Earth (planet)
Cameras
Acoustic waves
Economics

Keywords

  • Crops
  • Smallholder agriculture
  • UAV
  • Very high spatial resolution

Cite this

Stratoulias, D., De By, R. A., Zurita-Milla, R., Bijker, W., Tolpekin, V., Schulthess, U., & Ahmed, Z. U. (2015). The potential of very high spatial resolution remote sensing in applications in smallholder agriculture. Paper presented at 36th Asian Conference on Remote Sensing, ACRS 2015, Quezon City, Metro Manila, Philippines.
Stratoulias, Dimitris ; De By, R.A. ; Zurita-Milla, R. ; Bijker, W. ; Tolpekin, V. ; Schulthess, Urs ; Ahmed, Zia Uddin. / The potential of very high spatial resolution remote sensing in applications in smallholder agriculture. Paper presented at 36th Asian Conference on Remote Sensing, ACRS 2015, Quezon City, Metro Manila, Philippines.7 p.
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Stratoulias, D, De By, RA, Zurita-Milla, R, Bijker, W, Tolpekin, V, Schulthess, U & Ahmed, ZU 2015, 'The potential of very high spatial resolution remote sensing in applications in smallholder agriculture' Paper presented at 36th Asian Conference on Remote Sensing, ACRS 2015, Quezon City, Metro Manila, Philippines, 24/10/15 - 28/10/15, .

The potential of very high spatial resolution remote sensing in applications in smallholder agriculture. / Stratoulias, Dimitris; De By, R.A.; Zurita-Milla, R.; Bijker, W.; Tolpekin, V.; Schulthess, Urs; Ahmed, Zia Uddin.

2015. Paper presented at 36th Asian Conference on Remote Sensing, ACRS 2015, Quezon City, Metro Manila, Philippines.

Research output: Contribution to conferencePaperAcademicpeer-review

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T1 - The potential of very high spatial resolution remote sensing in applications in smallholder agriculture

AU - Stratoulias, Dimitris

AU - De By, R.A.

AU - Zurita-Milla, R.

AU - Bijker, W.

AU - Tolpekin, V.

AU - Schulthess, Urs

AU - Ahmed, Zia Uddin

PY - 2015/1/1

Y1 - 2015/1/1

N2 - Smallholder farmers contribute to more than 50% of the world's annual production of cereals, meat and dairy products and they cultivate more than 80% of the total agricultural area in Asia and Sub-Saharan Africa. Conversely, it is estimated that more than 2.5 billion people depend directly on the agricultural sector. Earth Observation has been a tool for agronomists with ever-increasing capability, however, the case of agriculture in low-income countries imposes challenges, for instance in recognizing mixed- and inter-cropping, the small size of the farm plots and lack of sound crop management systems, which increase the uncertainty of information derived from remotely sensed data. The Spurring a Transformation for Agriculture through Remote Sensing (STARS) project aims to investigate the potential of Very High Spatial Resolution remote sensing in delivering data products that can better inform decisions around smallholder agriculture. Data are collected throughout the growing season via in-situ measurements, Unmanned Aerial Vehicles equipped with NIR and multispectral cameras and VHSR satellite images. One important STARS' objective is to analyze the spectral information of this multi-scale and multi-temporal dataset and establish implementation flows to support stakeholders in their decision making and economic development. In this study, we demonstrate the usefulness of VHSR images in mapping and monitoring smallholder crop fields in Bangladesh. UAV-based and satellite data at a variety of spatial scales are presented and the degree to which delineation of crop fields and related agronomical information can be extracted is discussed. This study aims to demonstrate potentials and limitations of the use of remote sensing for monitoring crop fields of smallholder farmers.

AB - Smallholder farmers contribute to more than 50% of the world's annual production of cereals, meat and dairy products and they cultivate more than 80% of the total agricultural area in Asia and Sub-Saharan Africa. Conversely, it is estimated that more than 2.5 billion people depend directly on the agricultural sector. Earth Observation has been a tool for agronomists with ever-increasing capability, however, the case of agriculture in low-income countries imposes challenges, for instance in recognizing mixed- and inter-cropping, the small size of the farm plots and lack of sound crop management systems, which increase the uncertainty of information derived from remotely sensed data. The Spurring a Transformation for Agriculture through Remote Sensing (STARS) project aims to investigate the potential of Very High Spatial Resolution remote sensing in delivering data products that can better inform decisions around smallholder agriculture. Data are collected throughout the growing season via in-situ measurements, Unmanned Aerial Vehicles equipped with NIR and multispectral cameras and VHSR satellite images. One important STARS' objective is to analyze the spectral information of this multi-scale and multi-temporal dataset and establish implementation flows to support stakeholders in their decision making and economic development. In this study, we demonstrate the usefulness of VHSR images in mapping and monitoring smallholder crop fields in Bangladesh. UAV-based and satellite data at a variety of spatial scales are presented and the degree to which delineation of crop fields and related agronomical information can be extracted is discussed. This study aims to demonstrate potentials and limitations of the use of remote sensing for monitoring crop fields of smallholder farmers.

KW - Crops

KW - Smallholder agriculture

KW - UAV

KW - Very high spatial resolution

UR - https://ezproxy2.utwente.nl/login?url=https://library.itc.utwente.nl/login/2015/conf/deby_pot.pdf

M3 - Paper

ER -

Stratoulias D, De By RA, Zurita-Milla R, Bijker W, Tolpekin V, Schulthess U et al. The potential of very high spatial resolution remote sensing in applications in smallholder agriculture. 2015. Paper presented at 36th Asian Conference on Remote Sensing, ACRS 2015, Quezon City, Metro Manila, Philippines.