Precision Agriculture for Resource Use Efficiency in Smallholder Farming Systems in Sub-Saharan Africa: A Systematic Review

被引:33
作者
Onyango, Cecilia M. [1 ]
Nyaga, Justine M. [2 ]
Wetterlind, Johanna [3 ]
Soderstrom, Mats [3 ]
Piikki, Kristin [3 ,4 ,5 ]
机构
[1] Univ Nairobi, Dept Plant Sci & Crop Protect, POB 29053-00625, Nairobi 00625, Kenya
[2] Univ Embu, Dept Biol Sci, POB 6-60100, Embu 60100, Kenya
[3] Swedish Univ Agr Sci, Dept Soil & Environm, Precis Agr & Pedometr, POB 234, S-53223 Skara, Sweden
[4] ICIPE Int Ctr Insect Physiol & Ecol, Alliance Biovers Int, Duduville Campus,Kasarani Rd,POB 823-0062, Nairobi 0062, Kenya
[5] ICIPE Int Ctr Insect Physiol & Ecol, Int Ctr Trop Agr CIAT, Duduville Campus,Kasarani Rd,POB 823-0062, Nairobi 0062, Kenya
关键词
precision agriculture; small-scale farmers; resource use efficiency; Sub-Saharan Africa; SOIL ORGANIC-CARBON; INDIGENOUS KNOWLEDGE; MILLET YIELD; CERES-MAIZE; DRY SAVANNA; VARIABILITY; MANAGEMENT; LANDSCAPE; VEGETATION; NITROGEN;
D O I
10.3390/su13031158
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Opportunities exist for adoption of precision agriculture technologies in all parts of the world. The form of precision agriculture may vary from region to region depending on technologies available, knowledge levels and mindsets. The current review examined research articles in the English language on precision agriculture practices for increased productivity among smallholder farmers in Sub-Saharan Africa. A total of 7715 articles were retrieved and after screening 128 were reviewed. The results indicate that a number of precision agriculture technologies have been tested under SSA conditions and show promising results. The most promising precision agriculture technologies identified were the use of soil and plant sensors for nutrient and water management, as well as use of satellite imagery, GIS and crop-soil simulation models for site-specific management. These technologies have been shown to be crucial in attainment of appropriate management strategies in terms of efficiency and effectiveness of resource use in SSA. These technologies are important in supporting sustainable agricultural development. Most of these technologies are, however, at the experimental stage, with only South Africa having applied them mainly in large-scale commercial farms. It is concluded that increased precision in input and management practices among SSA smallholder farmers can significantly improve productivity even without extra use of inputs.
引用
收藏
页码:1 / 18
页数:17
相关论文
共 85 条
  • [11] Integrating age in the detection and mapping of incongruous patches in coffee (Coffea arabica) plantations using multi-temporal Landsat 8 NDVI anomalies
    Chemura, Abel
    Mutanga, Onisimo
    Dube, Timothy
    [J]. INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2017, 57 : 1 - 13
  • [12] Cho Moses Azong, 2008, 2008 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2008, pIII:487, DOI 10.1109/IGARSS.2008.4779390
  • [13] Dhau Inos, 2018, Transactions of the Royal Society of South Africa, V73, P8, DOI 10.1080/0035919X.2017.1370034
  • [14] EVALUATING THE ADEQUACY PERFORMANCE OF SPRINKLER IRRIGATION SYSTEMS AT FINCHAA SUGAR CANE PLANTATION, EASTERN WOLLEGA ZONE (ETHIOPIA)
    Dinka, Megersa Olumana
    [J]. IRRIGATION AND DRAINAGE, 2016, 65 (04) : 537 - 548
  • [15] Examining the utility of random forest and AISA Eagle hyperspectral image data to predict Pinus patula age in KwaZulu-Natal, South Africa
    Dye, Michelle
    Mutanga, Onisimo
    Ismail, Riyad
    [J]. GEOCARTO INTERNATIONAL, 2011, 26 (04) : 275 - 289
  • [16] Realizing the potential of digital development: The case of agricultural advice
    Fabregas, Raissa
    Kremer, Michael
    Schilbach, Frank
    [J]. SCIENCE, 2019, 366 (6471) : 1328 - +
  • [17] Spatial dimensions of precision agriculture: a spatial econometric analysis of millet yield on Sahelian coversands
    Florax, RJGM
    Voortman, RL
    Brouwer, J
    [J]. AGRICULTURAL ECONOMICS, 2002, 27 (03) : 425 - 443
  • [18] Long term evaluation of green vegetation cover dynamic in the Atacora Mountain chain (Togo) and its relation to carbon sequestration in West Africa
    Folega, Fousseni
    Woegan, Yao Agbelessessi
    Marra, Dourma
    Wala, Kperkouma
    Batawila, Komlan
    Seburanga, Jean Leonardo
    Zhang Chun-yu
    Peng Dao-li
    Zhao Xiu-hai
    Akpagana, Koffi
    [J]. JOURNAL OF MOUNTAIN SCIENCE, 2015, 12 (04) : 921 - 934
  • [19] Evaluating the sequential masking classification approach for improving crop discrimination in the Sudanian Savanna of West Africa
    Forkuor, Gerald
    Conrad, Christopher
    Thiel, Michael
    Landmann, Tobias
    Barry, Boubacar
    [J]. COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2015, 118 : 380 - 389
  • [20] Fourie LJ, 2001, J S AFR VET ASSOC, V72, P143