| Literature DB >> 33919297 |
Sophie Lund Rasmussen1,2, Ane Elise Schrøder3,4, Ronja Mathiesen5, Jeppe Lund Nielsen2, Cino Pertoldi2, David W Macdonald1.
Abstract
We tested the effects of 18 models of robotic lawn mowers in collision with dead European hedgehogs and quantified the results into six damage categories. All models were tested on four weight classes of hedgehogs, each placed in three different positions. None of the robotic lawn mowers tested was able to detect the presence of dependent juvenile hedgehogs (<200 g) and all models had to touch the hedgehogs to detect them. Some models caused extensive damage to the hedgehog cadavers, but there were noteworthy differences in the degree of harm inflicted, with some consistently causing no damage. Our results showed that the following technical features significantly increased the safety index of the robotic lawn mowers: pivoting blades, skid plates, and front wheel drive. Based on these findings, we encourage future collaboration with the manufacturers of robotic lawn mowers to improve the safety for hedgehogs and other garden wildlife species.Entities:
Keywords: Erinaceus europaeus; animal behaviour; applied conservation biology; human–wildlife conflicts; robotic lawn mowers; wildlife conservation
Year: 2021 PMID: 33919297 PMCID: PMC8143328 DOI: 10.3390/ani11051191
Source DB: PubMed Journal: Animals (Basel) ISSN: 2076-2615 Impact factor: 2.752
Overview of the models of robotic lawn mowers tested. In the column “Blades”, Pivoting indicates “low energy pivoting blades” and Fixed indicates “heavy duty fixed blades”. WMCC detection is short for “wheel motor current collision detection”.
| Test Number | Brand | Model | Blades | Collision Sensor | WMCC Detection | Wheels | Front/Rear Wheel Drive | Skid Plate | Headlights | Ultrasonic Sensors | Camera Vision |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | Husqvarna | Automower® 105 | Pivoting | Yes | 3 | Front | Yes | ||||
| 2 | Husqvarna | Automower® 305 | Pivoting | Yes | 4 | Rear | Yes | ||||
| 3 | Husqvarna | Automower® 315X | Pivoting | Yes | 4 | Rear | Yes | Yes | |||
| 4 | Husqvarna | Automower® 450X | Pivoting | Yes | 4 | Rear | Yes | Yes | Yes | ||
| 5 | Gardena | Sileno City | Pivoting | Yes | 3 | Front | |||||
| 6 | Gardena | Sileno Life | Pivoting | Yes | 4 | Front | |||||
| 7 | Worx | Landroid L (WR153E) | Pivoting | Yes | 4 | Rear | |||||
| 8 | Worx | Landroid M (WR143E) | Pivoting | Yes | 4 | Rear | Yes | ||||
| 9 | Kress | Mission KR111 | Pivoting | Yes | 4 | Rear | Yes | ||||
| 10 | LandXcape | LX8212i | Pivoting | Yes | 3 | Rear | Yes | ||||
| 11 | Honda | Miimo HRM 40 Live | Pivoting | Yes | 4 | Rear | |||||
| 12 | Honda | Miimo HRM 3000 | Pivoting | Yes | 4 | Rear | |||||
| 13 | Robomow | RS635 PRO | Fixed | Yes | 3 | Rear | Yes | ||||
| 14 | AL-KO | Robolinho® 1150 | Fixed | Yes | 4 | Rear | |||||
| 15 | Ambrogio Robot | 4.0 Elite | Fixed | Yes | 4 | Rear | |||||
| 16 | Stiga | Autoclip 530 SG | Fixed | Yes | 4 | Rear | |||||
| 17 | Stihl | iMow® 422PC | Fixed | Yes | 4 | Rear | |||||
| 18 | DAYE | Grouw M900 | Pivoting | Yes | 4 | Rear |
Figure 1Fixed or pivoting blades. (A) A robotic lawn mower with fixed blades. (B) A robotic lawn mower with pivoting blades. Pivoting blades will fold into a protective frame when hitting something harder than grass, as opposed to fixed blades, which are constantly exposed. Photographs by Petrus Ekbladh and Ronja Mathiesen.
Weight classes. Graphical representation of the four weight classes of dead hedgehogs used in the study. The pictures of live hedgehogs were provided to illustrate the sizes of individuals belonging to the four weight classes. No live hedgehogs were tested in this study. The ruler on the pictures indicates length of the individuals in cm. Photographs by Michela Dugar.
| Weight Class | Weight (g) | No. of Individuals | Total No. of Individuals per Weight Class | Stages of Life | Representation | |
|---|---|---|---|---|---|---|
| 1 | Up to 199 | 22 | 22 | Dependent juveniles |
| Weight 46 g |
| 2 | 200 | 3 | 21 | Independent |
| Weight 530 g |
| 300 | 3 | |||||
| 400 | 9 | |||||
| 500 | 6 | |||||
| 3 | 600 | 8 | 20 | Adults |
| Weight 860 g |
| 700 | 8 | |||||
| 800 | 4 | |||||
| 4 | 900 | 4 | 7 | Large adults |
| Weight 1080 g |
| 1000 | 2 | |||||
| 1100 | 1 | |||||
Figure 2An overview of the test setup. Each robotic lawn mower was tested 12 times in total, 3 times per dead hedgehog representing 1 of 4 weight classes. A hedgehog from each of the four weight classes was placed in three different positions. The three positions were (1) Lying on the side with the back oriented towards the approaching robotic lawn mower; (2) Lying on the side with the stomach oriented towards the approaching robotic lawn mower; (3) Standing upright on its feet with the head oriented towards the approaching robotic lawn mower. The damage recorded from each test was categorised as 0-A according to the damage categories.
Figure 3The test results for each of the 18 robotic lawn mowers tested. Every result for each of the four weight classes in each of the three positions have been described based on a categorisation of damage ranging from 0 to 4, with damage category 4 being the most severe. Damage category A represents the events where the machine does not detect the juvenile hedgehog (<200 g, weight class 1) and continues to drive across the juvenile hedgehog, but as the body of the small hedgehog is situated below the blades of the robotic lawn mower, the juvenile hedgehog is left with no visible injuries or bruises.
Results from the data analyses investigating if the presence or absence of a given technical feature on a robotic lawn mower significantly influenced the safety index. Damage category A was omitted from the analyses.
| Features | Damage Categories Included | Type | No Damage | Damage | Safety Index (No Damage/Damage) | Safety Index | Chi Square with Yates Correction | |
|---|---|---|---|---|---|---|---|---|
| Fixed or pivoting blades | 4 | Fixed | 23 | 27 | 23/27 |
| 28.95 |
|
| Pivoting | 112 | 18 | 112/18 |
| ||||
| 3 + 4 | Fixed | 14 | 36 | 14/36 |
| 26.62 |
| |
| Pivoting | 93 | 37 | 93/37 |
| ||||
| Front or rear wheel drive | 4 | Front | 28 | 1 | 28/1 |
| 7.25 |
|
| Rear | 107 | 44 | 107/44 |
| ||||
| 3 + 4 | Front | 25 | 4 | 25/4 |
| 8.99 |
| |
| Rear | 82 | 69 | 82/69 |
| ||||
| 3 or 4 wheels | 4 | 3 wheels | 35 | 5 | 35/5 |
| 3.47 |
|
| 4 wheels | 100 | 40 | 100/40 |
| ||||
| 3 + 4 | 3 wheels | 30 | 10 | 30/10 |
| 4.37 |
| |
| 4 wheels | 77 | 63 | 72/63 |
| ||||
| Skid plate | 4 | Yes | 37 | 1 | 37/1 |
| 11.39 |
|
| No | 98 | 44 | 98/44 |
| ||||
| 3 + 4 | Yes | 32 | 6 | 32/6 |
| 10.99 |
| |
| No | 75 | 67 | 75/67 |
| ||||
| Ultrasonic sensors | 4 | Yes | 34 | 5 | 34/5 |
| 3.15 |
|
| No | 101 | 40 | 101/40 |
| ||||
| 3 + 4 | Yes | 29 | 10 | 29/10 |
| 3.84 |
| |
| No | 78 | 63 | 78/63 |
| ||||
| Camera vision | 4 | Yes | 8 | 3 | 8/3 |
| 0.03 |
|
| No | 127 | 42 | 127/47 |
| ||||
| 3 + 4 | Yes | 7 | 4 | 7/4 |
| 0.01 |
| |
| No | 100 | 69 | 100/69 |
| ||||
| Collision sensors | 4 | Yes | 49 | 31 | 49/31 |
| 13.23 |
|
| No | 86 | 14 | 86/14 |
| ||||
| 3 + 4 | Yes | 45 | 35 | 45/35 |
| 0.39 |
| |
| No | 62 | 38 | 62/38 |
| ||||
| Wheel motor current collision detection | 4 | Yes | 86 | 14 | 86/14 |
| 13.23 |
|
| No | 49 | 31 | 49/31 |
| ||||
| 3 + 4 | Yes | 62 | 38 | 62/38 |
| 0.39 |
| |
| No | 45 | 35 | 45/35 |
|
* p-value ≤ 0.05, ** p-value ≤ 0.01, *** p-value ≤ 0.001.
The percentage distribution of tests resulting in damage to the hedgehogs, defined either as damage category 4 or damage category 3 + 4. Damage category A was omitted from the analyses, leaving the total number of tests between 9 and 12 depending on the amount of damage category A results recorded per robotic lawn mower. The lower percentage of cases of damage during the tests, the safer the robotic lawn mower. The robotic lawn mower models have been listed in accordance with the percentage distribution of damage defined as damage category 3 + 4. Models showing the lowest damage percentage are listed first.
| Robotic Lawn Mowers | Tests with Damage Category 4 | Tests with Damage Category 3 + 4 | |||||
|---|---|---|---|---|---|---|---|
| Brand | Model | No Damage (0–3) | Damage (4) | Cases of Damage in Tests (%) | No Damage (0–2) | Damage (3–4) | Cases of Damage in Tests (%) |
| Gardena | Sileno Life | 10 | 0 |
| 10 | 0 |
|
| Husqvarna | Automower® 105 | 9 | 1 |
| 9 | 1 |
|
| Husqvarna | Automower® 315X | 9 | 0 |
| 8 | 1 |
|
| Honda | Miimo HRM 40 Live | 12 | 0 |
| 10 | 2 |
|
| Husqvarna | Automower® 450X | 10 | 0 |
| 8 | 2 |
|
| Worx | Landroid M (WR143E) | 10 | 0 |
| 8 | 2 |
|
| LandXcape | LX8212i | 9 | 1 |
| 8 | 2 |
|
| Husqvarna | Automower® 305 | 9 | 0 |
| 7 | 2 |
|
| DAYE | Grouw M900 | 9 | 3 |
| 9 | 3 |
|
| Gardena | Sileno City | 9 | 0 |
| 6 | 3 |
|
| Robomow | RS635 PRO | 8 | 3 |
| 7 | 4 |
|
| Kress | Mission KR111 | 5 | 4 |
| 5 | 4 |
|
| Worx | Landroid L (WR153E) | 10 | 1 |
| 5 | 6 |
|
| Ambrogio Robot | 4.0 Elite | 4 | 7 |
| 4 | 7 |
|
| Stihl | iMow® 422PC | 2 | 8 |
| 2 | 8 |
|
| AL-KO | Robolinho® 1150 | 2 | 7 |
| 1 | 8 |
|
| Honda | Miimo HRM 3000 | 1 | 8 |
| 0 | 9 |
|
| Stiga | Autoclip 530 SG | 7 | 2 |
| 0 | 9 |
|