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Table 7 Comparison between small-scale and large-scale farming

From: Data analytics for crop management: a big data view

Basis for comparison

Small-scale farming

Large-scale farming

Basis for comparison

Small-scale farming

Large-scale farming

% of all farms

92.3%

25%

Application of modern smart technologies

Yes

Yes

% of world’s farmland

7.7%

75%

Mapping technologies

Yes

Yes

Budget (investment)

Low to medium

High

Data acquisition (cameras surveying, sensing and navigation)

Yes

Yes

Machinery vs labour

Labour-based

Machinery-based

Variable rate application

Highly used: Irrigation pesticides fertilisation seeding for some crops

Low to medium use: Irrigation fertilisation pesticides

Target crops and cropping system

Humain Food Backyard Arable crops Forage crops Vineyards Field vegetables Orchards

Commercial crops plants grown for animal feed or biofuels wood products other non-food crops

Navigation systems usability (GPS, INS,..) Inertial Navigation system (INS)+ Unmanned vehicles and drones

Low to medium (73.12% of farms situated on developing countries)

High

Farming method

Extensive

intensive

Applications

All applications

All applications

Contributors to agricultural information and knowledge

Low

Medium to high

Users of agricultural information and knowledge

Low

Medium to high

Effective climate change capacity measures and adaptation

Environmentally friendly

Environmentally not friendly

Sustainability

yes

No

Scope

Production for local communities

Corporate farms Factory farms: profit and business oriented plan exportation

Examples of references

[114 , 123, 136, 132, 137]

[ 26, 43, 62, 67, 100, 102, 154]