Towards Smart Farming and Sustainable Agriculture with Drones

被引：119

作者：

Tripicchio, Paolo ^{[1
]}

Satler, Massimo ^{[1
]}

Dabisias, Giacomo ^{[2
]}

Ruffaldi, Emanuele ^{[2
]}

Avizzano, Carlo A. ^{[2
]}

机构：

[1] Scuola Super Sant Anna, Gustavo Stefanini Adv Robot Res Ctr, Pisa, Italy

[2] Scuola Super Sant Anna, PERCeptual RObot Lab, Pisa, Italy

来源：

2015 INTERNATIONAL CONFERENCE ON INTELLIGENT ENVIRONMENTS IE 2015 | 2015年

关键词：

D O I：

10.1109/IE.2015.29

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

The use of drones in agriculture is becoming more and more popular. The paper presents a novel approach to distinguish between different field's plowing techniques by means of an RGB-D sensor. The presented system can be easily integrated in commercially available Unmanned Aerial Vehicles (UAVs). In order to successfully classify the plowing techniques, two different measurement algorithms have been developed. Experimental tests show that the proposed methodology is able to provide a good classification of the field's plowing depths.

引用

页码：140 / 143

页数：4

共 50 条

[1] Smart farming: A potential solution towards a modern and sustainable agriculture in Panama
Collado, Edwin
Fossatti, Anibal
Saez, Yessica
[J]. AIMS AGRICULTURE AND FOOD, 2019, 4 (02): : 266 - 284
[2] Drones in the Sky: Towards a More Sustainable Agriculture
Arza-Garcia, Marcos
Burgess, Alexandra Jacquelyn
[J]. AGRICULTURE-BASEL, 2023, 13 (01):
[3] Smart farming is key to developing sustainable agriculture
Walter, Achim
Finger, Robert
Huber, Robert
Buchmann, Nina
[J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2017, 114 (24) : 6148 - 6150
[4] Computer Vision for Smart Farming and Sustainable Agriculture
Tombe, Ronald
[J]. 2020 IST-AFRICA CONFERENCE (IST-AFRICA), 2020,
[5] The reorganization of Lithuanian agriculture towards sustainable farming
Gutkauskas, A
[J]. AMBIO, 1997, 26 (07) : 442 - 444
[6] Artificial Intelligence and Internet of Things for Sustainable Farming and Smart Agriculture
AlZubi, Ahmad Ali
Galyna, Kalda
[J]. IEEE ACCESS, 2023, 11 : 78686 - 78692
[7] Smart Farming: Internet of Things (IoT)-Based Sustainable Agriculture
Dhanaraju, Muthumanickam
Chenniappan, Poongodi
Ramalingam, Kumaraperumal
Pazhanivelan, Sellaperumal
Kaliaperumal, Ragunath
[J]. AGRICULTURE-BASEL, 2022, 12 (10):
[8] Smart microalgae farming with internet-of-things for sustainable agriculture
Lim, Hooi Ren
Khoo, Kuan Shiong
Chia, Wen Yi
Chew, Kit Wayne
Ho, Shih-Hsin
Show, Pau Loke
[J]. BIOTECHNOLOGY ADVANCES, 2022, 57
[9] Big Data Transformation in Agriculture: From Precision Agriculture Towards Smart Farming
Angeles Rodriguez, Maria
Cuenca, Llanos
Ortiz, Angel
[J]. COLLABORATIVE NETWORKS AND DIGITAL TRANSFORMATION, 2019, : 467 - 474
[10] Towards sustainable farming systems: Effectiveness and deficiency of the French procedure of sustainable agriculture
Gafsi, Mohamed
Legagneux, Bruno
Nguyen, Genevieve
Robin, Patrice
[J]. AGRICULTURAL SYSTEMS, 2006, 90 (1-3) : 226 - 242

← 1 2 3 4 5 →