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Circular Agriculture and Post-Normal Science

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  • Theories of circular economies are aspirational, taking ideas from ecology and using them to guide human practice to promote sustainability. While many of the specific elements necessary to create such systems have been identified, most examples of applying these ideas have been at farm or, at most, regional scales. Normal science has been extraordinarily successful in describing in detail many of the necessary components in this work, but seems ill-equipped to grapple with and understand the complex, multi-layered, social and ecological context within which these details interact. Post-Normal Science offers a way to re-imagine the problem and begin the important process of understanding these interactions to promote transformational change.
  • Scale insects (Hemiptera: Coccomorpha) with hypogeic habits are considered of high phytosanitary relevance for coffee crops (Rubiaceae: Coffea spp.) in Colombia[1]. A total of 65 species of scale insects associated with coffee roots have been recorded in Colombia[24]. The most species-rich family is the Pseudococcidae with 28 species distributed in nine genera: Dysmicoccus Ferris, 1950 (13 spp.), followed by Pseudococcus Westwood, 1840 (four spp.), Phenacoccus Cockerell, 1893 (three spp.), Planococcus Ferris, 1950, and Spilococcus Ferris, 1950 (two spp. each), and Chorizococcus McKenzie, 1960, Distichlicoccus Ferris, 1950, Ferrisia Fullaway, 1923, and Paraputo Laing, 1929 (one sp. each). For the family Rhizoecidae, 19 species have been recorded in six genera, namely, Rhizoecus Kunckel d'Herculais, 1878 (13 spp.), Pseudorhizoecus Green, 1933 (two spp.), and Capitisetella Hambleton, 1977, Coccidella Hambleton, 1946, Geococcus Green, 1902, and Ripersiella Tinsley, 1899 (one sp. each). Other minor families include Coccidae and Ortheziidae (five spp. in each family), Xenococcidae (three spp.), and Putoidae and Diaspididae (two spp. in each family) and Margarodidae (one sp.). For this study all previous records were re-analysed with the purpose of providing an accurate list of species

    The taxonomic identification of scale insects by a morphological approach is particularly difficult, mainly for two reasons. First, they are small insects (usually < 5 mm) that require the preparation of slide-mounted specimens. Second, the taxonomic keys needed for morphological identifications are primarily designed for adult female specimens[5]. Differing from other insect orders (e.g., Coleoptera, Diptera and Hymenoptera), female scale insects lack well-defined tagmata, as well as sclerites, sutures, or discernible areas. Characters of taxonomic value in scale insects include cuticular processes, such as pores, ducts and, setae[5]. Recognizing these cuticular structures on such small bodies poses a difficult task for non-expert entomologists. To facilitate accessible identification, this manuscript offers an illustrated taxonomic key to scale insect species associated with coffee roots in Colombia and is aimed at users with basic knowledge of scale insect morphology.

    A careful revision of the specimens studied by Caballero et al.[2], preserved in the Scale Insect Collection at the Entomological Museum 'Universidad Nacional Agronomía Bogota' UNAB (Bogotá, Colombia), was carried out to exclude species that are doubtfully recorded from coffee roots in Colombia. This re-assessment allowed the compilation of an accurate list of species that could be included in the taxonomic key. Additional species and information from Caballero[3] and Caballero et al.[4] also were used for construction of the key. List of species recorded for Colombia and c ollection data of specimens analized are in Supplemmental Table S1 and S2 respectivately.

    The illustrated taxonomic key (Table 1) is based on the external morphology of the adult female with a dichotomous structure. Each couplet after the first one is numbered followed by the number of the preceding couplet in parenthesis, e.g. 12(7) means that couplet 12 is derived from couplet 7; the numbers at the end of the couplet indicate the next couplet in order to arrive at the species name that best matches the character states selected by the user. It is illustrated in most of the steps using microphotographs. Acquisition and analysis of images were done with a Lumenera 1-5C camera and the software Image Pro Insight 8.0. Designs were performed with Affinity Photo V 2.1 and Affinity Designer V 2.1 software. The taxonomic keys were structured with some adaptations of published taxonomic keys[615]. The general morphological terminology follows Kondo & Watson[5] with specific terminology for Coccidae[6,16], Margarodidae[17], Ortheziidae[7], Diaspididae[18], Pseudococcidae, Putoidae[8,9], and Rhizoecidae[10,11]. The abdominal segmentation is given as SabdI for abdominal segment 1 to SabdVIII for abdominal segment 8. All microphotographs are of adult female scale insects or their taxonomically important morphological structures.

    Table 1.  Illustrated taxonomic key.
    No.DetailsRef.
    1Abdominal spiracles present (Fig. 1a)2
    Abdominal spiracles absent (Fig. 1b)7
    Fig. 1 Abdominal spiracles (sp) on margin (a) present on Eurhizococcus colombianus, (b) absent on Distichlicoccus takumasai.
    2(1)Anal aperture without pores and setae (Fig. 2a); legs shorter than half of the transversal diameter of body (Fig. 2b); eyespots and mouthparts absentEurhizococcus colombianus

    Jakubski, 1965
    Anal aperture forming a well-developed anal ring with pores and setae (Fig. 2c); legs longer than transversal diameter of body; eyespots and mouthparts present (Fig. 2d)
    3
    Fig. 2 Eurhizococcus colombianus: (a) Anal aperture without pores and setae in the border, (b) section of mid body showing the length of hind leg (lel) and transversal body line (btl). Insignorthezia insignis: (c) Anal aperture with pores (po) and setae (st), (d) section of head with protruding eyespot (es) and labium (lb).
    3(2)Antennae each with eight segments (Fig. 3a)4
    Antennae each with fewer than five segments (Fig. 3b)5
    Fig. 3 (a) Eight-segmented antenna. (b) Four-segmented antenna.
    4(3)Transversal bands of spines absent in ventral region surrounded by an ovisac band (Fig. 4a); dorsal interantennal area without sclerosis (Fig. 4b)Insignorthezia insignis (Browne, 1887)
    Transversal bands of spine plates present in ventral region surrounded by an ovisac band (Fig. 4c); longitudinal sclerosis on dorsum in interantennal area (Fig. 4d)Praelongorthezia praelonga (Douglas, 1891)
    Fig. 4 Insignorthezia insignis: (a) Abdomen without transversal clusters of wax plates, (b) Dorsal interantennal area without sclerosis. Praelongorthezia praelonga: (c) Abdomen with transversal clusters of wax plates marked by dash lines, (d) dorsal interantennal area with a longitudinal sclerotic plate (ep).
    5(3)Antennae each with three segments (Fig. 5a)Newsteadia andreae Caballero, 2021
    Antennae each with four segments (Fig. 5b)6
    Fig. 5 (a) Three-segmented antenna of Newsteadia andreae. Note the presence of pseudosegmentation which gives the appearance of additional segments in the last antennal segment. (b) Four-segmented antenna of Mixorthezia minima.
    6(5)Dorsal area anterior to anal ring with simple pores on protuberances (Fig. 6a); ventral areas surrounding each coxa with a row of wax plate spines (Fig. 6b)Mixorthezia minima Koczné Benedicty & Kozár, 2004
    Dorsal area anterior to anal ring without simple pores or protuberances (Fig. 6c); ventral areas posterior to each coxa without wax plate spines (Fig. 6d)Mixorthezia neotropicalis (Silvestri, 1924)
    Fig. 6 Mixorthezia minima: (a) Dorsum of area anterior to anal ring with close-up of simple pores on protuberances (dash box); (b) ventral area posterior to each coxa with a row of wax plate spines (dash box). Mixorthezia neotropicalis: (c) Close-up of dorsum of area anterior to anal ring lacking simple pores on protuberances (dash box); (d) ventral area posterior to each coxa without associated wax plate spines.
    7(1)Anal plates present (Fig. 7a)8
    Anal plates absent (Fig. 7b)12
    Fig. 7 (a) Anal apparatus of Saissetia coffeae with anal plates (ap) covering the anal aperture (aa). (b) Anal apparatus of Pseudococcus sp. with anal aperture lacking anal plates.
    8(7)Antennae and legs with length similar to or shorter than spiracles (Fig. 8a)9
    Antennae and legs with length at least twice as long as spiracles (Fig. 8b)11
    Fig. 8 (a) Antenna (an) and foreleg (lg) (green lines), and anterior spiracle (sp) (yellow line) of Toumeyella coffeae showing their relative length. Note the similar size of the limbs and spiracle. (b) Antenna (an) and leg (lg) (green lines), and anterior spiracle (sp) (yellow line) of Coccus viridis showing their relative length. Note the relatively smaller size of the spiracle.
    9(8)Ventral tubular macroducts present (Fig. 9)Toumeyella coffeae
    Kondo, 2013
    Ventral tubular macroducts absent10
    Fig. 9 Ventral tubular macroducts (dash box) and close-up of macroducts (photo on right side).
    10(9)Orbicular pores (Fig. 10a) and cribriform platelets present (Fig. 10b); dorsal setae absent; opercular pores absentCryptostigma urichi (Cockerell, 1894)
    Orbicular pores and cribriform platelets absent; dorsal setae present (Fig. 10c); numerous opercular pores present throughout mid areas of dorsum (Fig. 10d)Akermes colombiensis Kondo & Williams, 2004
    Fig. 10 Cryptostigma urichi: (a) Orbicular pore and (b) close-up of a cribriform platelet. Akermes colombiensis: (c) Close-up of a dorsal body setae (dash box) and (d) close-up of opercular pores (arrows).
    11(8)Band of ventral tubular ducts in lateral and submarginal regions absent, ventral tubular ducts of one type; anal plates without discal setae (Fig. 11a); dorsal body setae capitate or clavate (Fig. 11b); perivulvar pores with seven or eight loculi, rarely with 10 loculi (Fig. 11c)Coccus viridis
    (Green, 1889)
    Band of ventral tubular ducts in lateral and submarginal regions present, submarginal region with two types of tubular ducts (Fig. 11d); anal plates with discal setae (Fig. 11e); dorsal body setae spine-like, apically pointed (Fig. 11f); perivulvar pores mostly with 10 loculi (Fig. 11g)Saissetia coffeae
    (Walker, 1852)
    Fig. 11 Coccus viridis: (a) Anal plates without discal setae; (b) dorsal body setae capitate (top) or clavate (below); (c) multilocular disc pores mostly with eight loculi. Saissetia coffeae: (d) Ventral submarginal region with two types of tubular ducts; (e) each anal plate with a discal seta; (f) dorsal body setae acute; (g) multilocular disc pores with mostly 10 loculi.
    12(7)Cerarii present on body margin, at least a pair on each anal lobe (Fig. 12a)13
    Cerarii absent on body margin (Fig. 12b)38
    Fig. 12 Abdominal body margin of (a) Pseudococcus sp. with three cerarii (dash box) and (b) Rhizoecus sp. (dash box) without cerarii.
    13(12)Enlarged oral collar tubular ducts composed of a sclerotized area surrounding the border and a set of flagellated setae (Ferrisia-type oral collar tubular ducts) (Fig. 13a)Ferrisia uzinuri
    Kaydan & Gullan, 2012
    Oral collar tubular ducts simple, not as above (Fig. 13b) or absent14
    Fig. 13 (a) Ferrisia-type oral collar tubular ducts with aperture of tubular duct (ad) surrounded by a sclerotized area (sa) and associated flagellate setae (fs). (b) Oral collar tubular ducts simple (arrows).
    14(12)Antenna with nine segments (Fig. 14a)15
    Antenna with eight segments (Fig. 14b) or fewer (Fig. 14c)19
    Fig. 14 Antenna with (a) nine segments, (b) eight segments and (c) seven segments.
    15(14)Cerarii with more than five conical setae (Fig. 15a); hind trochanter with six sensilla, three on each surface (Fig. 15b)16
    Cerarii with two lanceolate setae (Fig. 15c); hind trochanter with four sensilla, two on each surface (Fig. 15d)17
    Fig. 15 Puto barberi: (a) upper and lateral view of a cerarius, (b) close-up of the surface of trochanter with three sensilla (arrows). Phenacoccus sisalanus: (c) cerarius, (d) trochanter with two sensilla (arrows) on single surface.
    16(15)Cerarii with tubular ducts (Fig. 16a)Puto antioquensis
    (Murillo, 1931)
    Cerarii without tubular ducts (Fig. 16b)Puto barberi
    (Cockerell, 1895)
    Fig. 16 (a) Cerarius associated with tubular ducts (arrows). (b) Cerarius without tubular ducts.
    17(15)Oral collar tubular ducts absentPhenacoccus sisalanus Granara de Willink, 2007
    Oral collar tubular ducts present, at least on venter (Fig. 17)18
    Fig. 17 Ventral surface with oral collar tubular ducts (dash circles).
    18(17)Oral collar tubular ducts restricted to venterPhenacoccus solani
    Ferris, 1918
    Oral collar tubular ducts present on dorsum and venterPhenacoccus parvus Morrison, 1924
    19(14)Oral rim tubular ducts present (Fig. 18)20
    Oral rim tubular ducts absent26
    Fig. 18 Oral rim tubular ducts in upper view (dash circles) and close-up of lateral view.
    20(19)Oral rim tubular ducts present on venter onlyPseudococcus landoi (Balachowsky, 1959)
    Oral rim tubular ducts present on both dorsum and venter21
    21(20)Cerarii restricted to anal lobes (Fig. 19a)Chorizococcus caribaeus Williams & Granara de Willink, 1992
    Cerarii present, at least on the last five abdominal segments (Fig. 19b)22
    Fig. 19 Location of cerarii (dash boxes) on abdominal margin with close-up of cerarius (a) restricted to anal lobes (dash boxes) and (b) cerarii present on the last five abdominal segments.
    22(21)Circulus absent (Fig. 20a)23
    Circulus present (Fig. 20b)24
    Fig. 20 Ventral mid area of abdominal segments III and IV (dash box) of (a) Distichlicoccus takumasai without circulus and (b) Pseudococcus jackbeardsleyi with circulus.
    23(22)Multilocular disc pores present on venter of SabdIV and posterior segments (Fig. 21a); hind coxa with translucent pores and hind femur without translucent pores (Fig. 21b)Spilococcus pressus
    Ferris, 1950
    Multilocular disc pores absent, if some present, not more than three around vulvar opening (i.e. venter of SabdVII or SabdVIII); hind coxa without translucent pores (Fig. 21c) and hind femur with translucent pores (Fig. 21d)Distichlicoccus takumasai Caballero, 2021
    Fig. 21 Spilococcus pressus: (a) Ventral section of abdomen with multilocular disc pores (arrows); (b) hind leg with close-up of coxa with translucent pores (arrows). Distichlicoccus takumasai: (c) Hind coxa without translucent pores; (d) hind femur with translucent pores (arrows).
    24(22)Eyes without discoidal pores nor sclerotized surrounding area (Fig. 22a); circulus with transversal diameter 40 to
    60 µm (Fig. 22b)
    Pseudococcus luciae Caballero, 2021
    Eyes with discoidal pores and sclerotized surrounding area (Fig. 22c); circulus diameter 100 to 200 µm (Fig. 22d)26
    25(24)Oral rim tubular ducts on dorsal abdominal segments numbering three to eight; area between posterior ostiole and cerarius of SabdVII without oral rim tubular ducts (Fig. 23a)Pseudococcus elisae Borchsenius, 1947
    Oral rim tubular ducts on dorsal abdominal segments numbering 14 to 27; area between posterior ostiole and cerarius of SabdVII with an oral rim tubular duct (Fig. 23b)Pseudococcus jackbeardsleyi Gimpel & Miller, 1996
    Fig. 22 Pseudococcus luciae: (a) Eyespot without surrounding sclerotized area nor associated pores; (b) circulus ca. 58 µm wide. Pseudococcus jackbeardsleyi: (a) Eyespot with sclerotized area (sa) and associated pores (po); (d) circulus ca. 154 µm wide.
    Fig. 23 (a) Dorsal margin of abdominal segments VI to VIII, between cerarius of anal lobe (C1), cerarius of SabdVII (C2) and posterior ostiole (os) without oral rim tubular ducts. (b) Dorsal margin of abdominal segments VI to VIII, between cerarius of anal lobe (C1), cerarius of SabdVII (C2) and posterior ostiole (os) with an oral rim tubular duct and/or cerarius adjacent to SabdVII.
    26(19)Oral collar tubular ducts (Fig. 24) on both dorsum and venter27
    Oral collar tubular ducts restricted to venter28
    Fig. 24 Oral collar tubular duct in lateral view.
    27(26)Hind coxa with translucent pores (Fig. 25a); anal lobe with sclerotized bar, not on a sclerotized area (Fig. 25b); multilocular disc pores present posterior to fore coxaPlanococcus citri-minor complex
    Hind coxa without translucent pores (Fig. 25c); anal lobe without sclerotized bar, on a sclerotized area (Fig. 25d); multilocular disc pores absent posterior to fore coxaDysmicoccus quercicolus (Ferris, 1918)
    28(27)Oral collar tubular ducts absent on venter of both head and thorax.29
    Oral collar tubular ducts present on either head or thorax, but not on both areas (Fig. 26)30
    Fig. 25 Planococcus citri-minor complex: (a) Hind coxa with translucent pores (dash box) and (b) anal lobe with a sclerotization forming a bar (ab). Dysmicoccus quercicolus: (c) Hind coxa without translucent pores and (d) anal lobe with irregular broad sclerotized area (sa).
    Fig. 26 Marginal area of Dysmicoccus grassii, lateral to posterior spiracle (ps), with close-up of oral collar tubular ducts (oc) (left side).
    29(28)Translucent pores present on hind coxa, trochanter, femur and tibia (Fig. 27a); marginal clusters of oral collar tubular ducts on venter of SabdVI and SabdVIIDysmicoccus caribensis Granara de Willink, 2009
    Translucent pores restricted to hind femur and tibia (Fig. 27b); marginal clusters of oral collar tubular ducts present on venter of SabdIV to SabdVIIParaputo nasai
    Caballero, 2021
    Fig. 27 (a) Hind leg of Dysmicoccus caribensis with translucent pores on coxa (cx), trochanter (tr) and femur (fm), and tibia (tb). (b) Hind leg of Paraputo nasai with translucent pores restricted to femur (fm) and tibia (tb).
    30(28)Hind coxa with translucent pores (Fig. 28a)Dysmicoccus sylvarum
    Williams & Granara de Willink, 1992
    Hind coxa without translucent pores (Fig. 28b)31
    Fig. 28 (a) Translucent pores on hind coxa. (b) Translucent pores absent on hind coxa.
    31(30)Hind trochanter with translucent pores (Fig. 29a)Dysmicoccus varius
    Granara de Willink, 2009
    Hind trochanter without translucent pores (Fig. 29b)32
    Fig. 29 Translucent pores (a) on hind trochanter, (b) absent from hind trochanter.
    32(31)Oral collar tubular ducts present on margin of thorax (Fig. 30)33
    Oral collar tubular ducts absent from margin of thorax34
    Fig. 30 Prothorax margin of Dysmicoccus grassii with close-up of oral collar tubular ducts.
    33(32)Multilocular disc pores absent on SabdV; dorsal area immediately anterior to anal ring with tuft of flagellate setae; longest flagellate seta as long as diameter of anal ring (Fig. 31a), and discoidal pores larger than trilocular pores (Fig. 31b)Dysmicoccus radicis
    (Green, 1933)
    Multilocular disc pores present on SabdV; dorsal area immediately anterior to anal ring without a tuft of flagellate setae; flagellate setae much shorter than diameter of anal ring (Fig. 31c) and discoidal pores smaller than trilocular pores (Fig. 31d)Dysmicoccus grassii (Leonardi, 1913)
    34(32)Oral collar tubular ducts absent in interantennal area35
    Oral collar tubular ducts present in interantennal area (Fig. 32)36
    35(34)Translucent pores on hind leg restricted to tibia (Fig. 33a)Dysmicoccus perotensis
    Granara de Willink, 2009
    Translucent pores on hind leg present on tibia and femur (Fig. 33b)Dysmicoccus joannesiae-neobrevipes complex
    Fig. 31 Dysmicoccus radicis: (a) Area anterior to anal ring with a cluster of flagellate setae (fs) and anal ring (ar) showing the diameter of the different pores (dash box); (b) discoidal pores (dp) and trilocular pores (tp). Dysmicoccus grassii: (c) Area anterior to anal ring with scattered short flagellate setae (fs) contrasted with anal ring (ar) diameter (dash box); (d) discoidal pores (dp) and trilocular pores (tp) with similar diameter.
    Fig. 32 Interantennal area (dash box) of Dysmicoccus brevipes with close-up of oral collar tubular ducts.
    Fig. 33 (a) Hind leg of Dysmicoccus perotensis with close-up of femur and tibia with translucent pores on tibia only (arrows). (b) Hind leg of Dysmicoccus joannesiae-neobrevipes complex with close-up of femur and tibia with translucent pores (arrows).
    36(34)Hind coxa with translucent pores (see Fig. 28a)Dysmicoccus mackenziei
    Beardsleyi, 1965
    Hind coxa without translucent pores (see Fig. 28b)37
    37(36)Dorsal SabdVIII setae forming a tuft-like group, each seta conspicuously longer than remaining dorsal abdominal setae (Fig. 34a) and setal length similar to anal ring diameter (60–80 µm long)Dysmicoccus brevipes (Cockerell, 1893)
    Dorsal SabdVIII setae evenly distributed, each setae as long as remaining dorsal abdominal setae (Fig. 34b) and length less than half diameter of anal ringDysmicoccus texensis-neobrevipes complex
    38(12)Tritubular ducts absent39
    Tritubular ducts present (Fig. 35a-b)46
    Fig. 34 (a) Abdomen of Dysmicoccus brevipes with dorsal setae on SabdVIII (lfs) longer than setae on anterior segments (sfs). (b) Abdomen of Dysmicoccus texensis-neobrevipes complex with dorsal setae (ufs) along the abdominal segments of uniform length and scattered distribution.
    Fig. 35 (a) Tritubular duct in upper (left) and lateral view (right) with the border of the cuticular ring attached to tubules. (b) Tritubular duct with the border of the cuticular ring widely separated from tubules (arrows).
    39(38)Anal lobes strongly protruded, bulbiform (Fig. 36a) jutting out from margin for a distance equivalent to diameter of anal ring40
    Anal lobes shallow, if protruded, their length never more than half of diameter of anal ring (Fig. 36b)42
    Fig. 36 (a) Abdomen of Neochavesia caldasiae with anal lobes (al) protruding beyond the anal aperture (aa). (b) Abdomen of Ripersiella sp. with anal lobes (al) at the same level as the anal aperture (aa).
    40(39)Anal aperture located at the same level as the base of anal lobes (Fig. 37a); antennae located on ventral margin of headNeochavesia caldasiae (Balachowsky, 1957)
    Anal aperture located anterior to bases of anal lobes (Fig. 37b); antennae located on dorsum of head41
    Fig. 37 (a) Abdomen of Neochavesia caldasiae with anal aperture (aa) positioned between the anal lobes (al), at the same level as the bases of anal lobes (dash line). (b) Abdomen of Neochavesia eversi with anal aperture (aa) situated anterior to the bases of the anal lobes (al) (dash line).
    41(40)Antennae each with five segments, situated on a membranous base (Fig. 38a); length of hind claw less than length of hind tarsus (Fig. 38b)Neochavesia trinidadensis (Beardsley, 1970)
    Antennae each with four segments, situated on a sclerotized base (Fig. 38c); hind claw longer than hind tarsus (Fig. 38d)Neochavesia eversi (Beardsley, 1970)
    Fig. 38 (a) Antenna with four segments and a membranous base (mb). (b) Hind tarsus (green line) longer than the hind claw (red line). (c) Antenna with four segments and a sclerotized base (sb). (d) Hind tarsus (green line) shorter than hind claw (red line).
    42(39)Body setae capitate, at least on one surface (Fig. 39a)43
    Body setae never capitate (Fig. 39b)44
    Fig. 39 (a) Capitate setae. (b) Flagellate setae.
    43(42)Anal aperture without associated cells (Fig. 40a); three-segmented antennae (Fig. 40b); ventral setae in median
    and submedian regions capitate
    Capitisitella migrans
    (Green, 1933)
    Anal aperture surrounded by cells (Fig. 40c); six-segmented antennae (Fig. 40d); ventral setae in medial and submedial regions flagellateWilliamsrhizoecus coffeae
    Caballero & Ramos, 2018
    44(42)Three-segmented antennae (Fig. 41a); circulus present (Fig. 41b)Pseudorhizoecus bari
    Caballero & Ramos, 2018
    Five-segmented antennae (Fig. 41c); circulus absent45
    Fig. 40 Capitisitella migrans: (a) Anal aperture of surrounded only by setae; (b) antenna composed of three segments. Williamsrhizoecus coffeae: (c) Anal aperture of surrounded by setae and cells (flesh); (d) antenna composed of six segments.
    Fig. 41 Pseudorhizoecus bari: (a) Antenna composed of three segments and (b) circulus. (c) Antenna of Pseudorhizoecus proximus composed of five segments.
    45(44)Multilocular disc pores absent; anal aperture ornamented with small protuberances and two to five short setae, each seta never longer than 1/3 diameter of anal aperture, without cells (Fig. 42a)Pseudorhizoecus proximus
    Green, 1933
    Multilocular disc pores present (Fig. 42b); anal aperture not ornamented with small protruberances, ring with well-developed cells and six long setae, each seta as long as diameter of anal ring (Fig. 42c)Ripersiella andensis (Hambleton,
    1946)
    Fig. 42 (a) Anal aperture of Pseudorhizoecus proximus surrounded by protuberances (pr) and a few short setae (st). Ripersiella andensis: (b) Ventral section of abdomen with multilocular disc pores (mp); (c) anal aperture with a ring of cells and six long setae (se).
    46(38)Anal lobes strongly protruded, conical, each one with a stout spine at apex (Fig. 43a)Geococcus coffeae
    Green, 1933
    Anal lobes flat or barely protruded, without spines at apex (Fig. 43b)47
    47(46)Venter of abdomen with clusters of trilocular pores in medial region (Fig. 44a)Coccidella ecuadorina Konczné Benedicty & Foldi, 2004
    Venter of abdomen with trilocular pores evenly dispersed, never forming clusters in medial region (Fig. 44b)48
    Fig. 43 (a) Abdomen of Geococcus coffeae with protruding anal lobe (al) with a stout spine at the apex (sp). (b) Abdomen of Rhizoecus sp. with anal lobe (al) flat, with numerous flagellate setae (fs) at the apex.
    Fig. 44 (a) Ventral surface of Coccidella ecuadorina with clusters of trilocular pores (tc) (dash box) on medial region of abdomen. (b) Ventral surface of Rhizoecus sp. with trilocular pores (tr) scattered on venter of abdomen.
    48(47)Antennae with six well-developed segments (Fig. 45a)51
    Antennae with five well-developed segments (Fig. 45b), apical segment sometimes partially divided (Fig. 45c)49
    Fig. 45 (a) Six-segmented antenna. (b) Five-segmented antenna. (c) Five-segmented antenna with partially divided apical segment (pd). Note: antennal segments numbered in Roman numerals.
    49(48)Antennae length more than 140 µm (Fig. 46a); tritubular ducts of similar diameter to trilocular pores (± 2 µm variation) (Fig. 46b); tritubular ducts with space between ductules and edge as wide as the ductules (Fig. 46c); slender ductule, width/length ratio 1:6Rhizoecus coffeae
    Laing, 1925
    Antennae length less than 130 µm (Fig. 46d); tritubular ducts of diameter nearly twice diameter of trilocular pores (Fig. 46e); tritubular ducts with reduced space or without space between ductules and edge (Fig. 46f); stout ductule, width/length ratio 1:350
    50(49)Tubular ducts present (Fig. 47a); each anal lobe with around 28 dorsal setae of similar length, greater than 30 µm (Fig. 47b, al); and dorsal marginal clusters of setae on SabdVII 20–30 µm long (Fig. 47b, SabdVII)Rhizoecus setosus (Hambleton, 1946)
    Tubular ducts absent; each anal lobe with around 14 dorsal setae, with length less than 15 µm (Fig. 47c, al); dorsal marginal clusters of setae on SabdVII with length less 15 µm (Fig. 47c, SabdVII)Rhizoecus compotor
    Williams & Granara de Willink, 1992
    Fig. 46 (a) Antenna ca. 207 µm long. (b) Tritubular ducts (td) and trilocular pores (tp) with similar diameter. (c) Close-up of a tritubular duct indicating the space between the cuticular ring (mg) and the ductule (dt). (d) Antenna ca. 105 µm long. (e) Each tritubular duct (td) twice the diameter of a trilocular pore (tp). (f) Close-up of tritubular duct without a space between the cuticular ring (mg) and the ductule (dt).
    Fig. 47 Rhizoecus setosus: (a) Tubular ducts (td); (b) anal lobe (al) and abdominal segment (SabdVII) with marginal clusters of setae longer than 30 µm. (c) Abdomen of Rhizoecus compotor with marginal cluster of setae shorter than 20 µm on anal lobe (al) and abdominal segment (SabdVII).
    51(48)Fore tibia with at least one of two internal preapical setae spine-like (Fig. 48a-b)52
    Fore tibia with both internal preapical setae flagellate (Fig. 48c)56
    Fig. 48 Fore legs with preapical setae on tibia (ft): (a) one flagellate (fs) and one spine seta (ss), (b) with a pair of spine setae (ss), (c) with a pair of flagellate setae (fs).
    52(51)Fore tibia with one internal preapical spine-like setae and other seta flagellate (Fig. 48a); anal ring composed of spine-like setae (Fig. 49a); circulus absentRhizoecus spinipes (Hambleton, 1946)
    Fore tibia with both internal preapical setae spine-like (Fig. 48b); anal ring composed of flagellate-like setae (Fig. 49b); at least, one circulus present (Fig. 49c)53
    Fig. 49 (a) Anal ring (ar) of Rhizoecus spinipes with spine-like setae (ss). (b) Anal ring (ar) of Rhizoecus arabicus with flagellate setae (fs). (c) Circulus of Rhizoecus cacticans.
    53(52)Claw digitules setose and short, length less than half length of claw (Fig. 50a)54
    Claw digitules capitate and long, as long as claw (Fig. 50b)55
    Fig. 50 Claw with claw digitule: (a) setose (sd), (b) flagellate (fd).
    54(53)Anal ring with external row composed of 35 cells or more (Fig. 51a, ext); anal ring with external and internal rows separated by a space as wide as a cell of the external row (Fig. 51a, spc); anal ring cells without spicules (Fig. 51a, sp)Rhizoecus variabilis Hambleton, 1978
    Anal ring with external row composed of less than 30 cells (Fig. 51b, ext); anal ring with external and internal rows separated by a narrow space, as wide as half (or less) a cell of the external row (Fig. 51b, spc); anal ring cells with spicules (Fig. 51b, sp)Rhizoecus arabicus Hambleton, 1976
    Fig. 51 (a) Anal ring of Rhizoecus variabilis with external row (ext) of anal ring consisting of over 35 cells; external row separated from the internal row (int) by a similar width as the diameter of a cell (spc). (b) Anal ring of Rhizoecus arabicus with external row (ext) of anal ring with less than 30 cells; external row separated from the internal row (int) by a width less than half the diameter of a cell (spc); cells of the external row with spicules (sp).
    55(53)More than 80 tritubular ducts; circulus with basal diameter at least five times greater than apical diameter (Fig. 52a); stick-like genital chamber, parallel borders and all of similar width and structure, length across about two abdominal segments (169–175 µm long) (Fig. 52b)Rhizoecus atlanticus (Hambleton, 1946)
    Less than 50 tritubular ducts; circulus with basal diameter less than three times the apical diameter (Fig. 52c); genital chamber with basal third two times wider than anterior two-thirds, length across one abdominal segment (43–52 µm long) (Fig. 52d)Rhizoecus cacticans (Hambleton, 1946)
    Fig. 52 Rhizoecus atlanticus: (a) Circulus with diameter at base five times the apical diameter, (b) genital chamber tubular shape, length ca. 150 µm long. Rhizoecus cacticans: (c) Circulus with diameter at base about two times the apical diameter, (d) genital chamber with proximal section basiform and distal section tubular, with arms, length ca. 45 µm long.
    56(51)Multilocular disc pores absent on dorsumRhizoecus mayanus (Hambleton, 1946)
    Multilocular disc pores present on dorsum57
    57(56)Marginal prothoracic setae length greater than 50 µm (Fig. 53a); marginal SabdVII setae length greater than 45 µm (Fig 53b)Rhizoecus colombiensis Ramos-Portilla & Caballero, 2016
    Marginal prothoracic setae length less than 25 µm (Fig. 53c); marginal SabdVII setae length less than 30 µm (Fig. 53d)58
    Fig. 53 Rhizoecus colombiensis: (a) Body margin with a long seta (pts) (> 40 µm), longer than remaining setae in prothorax; (b) margin of abdominal segment VII (SabdVII) (st). with a long seta (pts) (> 40 µm), longer than remaining setae in abdomen. Rhizoecus americanus: (c) Margin of prothorax (pts) with setae of uniform length, shorter than 30 µm; (d) margin of abdominal segment VII (SabdVII) with setae (st) shorter than 30 µm.
    58(57)Tritubular ducts of two sizesRhizoecus caladii
    Green, 1933
    Tritubular ducts of three sizesRhizoecus americanus (Hambleton, 1946)
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    The following illustrated taxonomic key (Table 1) is a tool for the identification of adult female scale insects (Hemiptera : Sternorrhyncha : Coccomorpha) associated with coffee roots in Colombia, which includes 59 species from seven families (see Supplemental Table S1).

    The taxonomic key includes 59 species associated with coffee roots. Hemiberlesia sp., Odonaspis sp., Rhizoecus stangei McKenzie, 1962, Spilococcus mamillariae (Bouche, 1844), Planococcus citri (Risso, 1813) and Planococcus minor (Maskell, 1897) were excluded from the key. In the case of the two armoured scale insects, the specimens were found in Berlese funnel samples associated with coffee roots[2], however, there is no evidence of these species feeding on the roots and there are no previous records of association of Hemiberlesia nor Odonaspis species with coffee roots.

    Previous records of single specimens of R. stangei and S. mamillariae by Caballero et al.[2] were determined as misidentifications of Rhizoecus caladii Green, 1933 and Spilococcus pressus Ferris, 1950, respectively. Spilococcus mamillariae is considered as an oligophagous species, but mainly associated with Cactaceae plants and feeding on the aerial parts of plants[19,20]. There are no records of S. mamillariae being found on any plant species of the family Rubiaceae, and hence we have removed this species from the list of species associated with coffee roots. The species R. stangei, which has been recorded only from Mexico and lacks information on its host plant[21] has apparently not been found since its original description[8].

    Planococcus citri and Pl. minor were listed also by Caballero et al.[2] as literature records. the morphological identification of P. citri and P. minor needs to be complemented with molecular and geographical analysis to be more accurate[22]. Therefore, the present key considers only identification to the Planococcus citri-minor complex.

    Furthermore, many specimens of Dysmicoccus collected from coffee roots in Colombia have morphological character states that overlap with Dysmicoccus neobrevipes Beardsley, 1959, Dysmicoccus joannesiae (Costa Lima, 1939) and Dysmicoccus texensis (Tinsley, 1900). The first case is a mix of character states of D. texensis and D. neobrevipes. The number of setae in the abdominal cerarii and the size of oral collar tubular ducts are the most important characters used to differentiate the adult females of Dysmicoccus species[8,23]. Adult females of D. texensis have a consistent pattern of only two setae in all thoracic and abdominal cerarii, along with a uniform size of oral collar tubular ducts (OC). On the other hand, D. neobrevipes varies in the number of setae in the cerarii, ranging from two to seven, accompanied by two distinct sizes of OC. These character states are generally constant among specimens found on the aerial parts of plants. However, among the specimens examined here, while the anal lobe cerarii consistently have two setae on the specimens of D. texensis found on the roots, the remaining cerarii display a variable number of setae, notably ranging from two to five, particularly within the abdominal cerarii. Furthermore, the OC of these specimens all are the same size. Regarding the differences in number of setae in the cerarii, Granara de Willink[23] underlined the need of more comprehensive studies to definitively separate these species.

    The second case involves D. joannesiae and D. neobrevipes. These species exhibit similarities in the number of setae on each cerarius (ranging from two to seven setae per cerarius) and differences in the number of clusters of OC along the abdominal margin; D. joannesiae has more than 25 clusters of OC and D. neobrevipes has fewer than 10 clusters of OC[8]. Granara de Willink also separated these two species by the presence of OC on the thorax and head[23] (present in D. neobrevipes and absent in D. joannesiae). Within the specimens of putative D. neobrevipes studied here, a few had clusters of OC numbering 15 to 20 along the abdominal margin and OC on the thorax and head. The primary challenge with addressing this dilemma lies in the fact that D. joannesiae has only been reported on Joannesia princeps Vell., 1798 (Euphorbiaceae) in Brazil and on Annona muricata (Annonaceae) intercepted in London from Saint Lucia[8,24]. Moreover, there has been no additional morphological variations recorded in the new records of D. joannesiae since its initial description in 1932 by Costa Lima. Therefore, the character states defining D. joannesiae are based on six type specimens. Based on these arguments, the following taxonomic key considers two species complex groups, namely the Dysmicoccus texensis-neobrevipes complex and the D. joannesiae-neobrevipes complex.

    Following article 31.1.2 of the International Commission of Nomenclature (ICZN), herein we make a change in nomenclature for Distichlicoccus takumasae Caballero, 2021. The ending -ae for takumasae is incorrect because the species was dedicated to Dr. Takumasa Kondo (a male coccidologist), and thus the correct ending is -i, hence the species epithet is herein amended to 'takumasai'. The corrected name is Distichlicoccus takumasai Caballero, 2021.

    After reviewing the species of scale insects associated with coffee roots in Colombia, we have compiled a list of 59 species (Supplemental Table S1). Although this study did not focus on the effect of habit (aerial vs underground) or host plant on the morphology of scale insects, we detected significant morphological variation within facultative hypogeal species. Until further studies allow an understanding of the overlap of character states between D. texensisD. neobrevipes and D. joannesiaeD. neobrevipes, we suggest considering these species as a morphological complex for hypogeal specimens. Further ecomorphological studies should be conducted to determine whether the morphology of a species may differ when feeding on the aerial parts compared when feeding on the underground parts of a host and to try to elucidate what factors trigger those changes, especially in species associated with coffee plants. As for the species complex, further collecting, morphological, and molecular studies should help elucidate these taxonomic problems.

    During the literature review performed for this study, we realized that most of the records of species are limited to mentioning the host but not the plant part on which collections were made, however, it is suspected that most species are normally collected from the aerial parts of the plant host. Although this taxonomic key is limited to root-associated species recorded in Colombia, this key could be useful for identifying scale insects associated with coffee in other tropical regions, extending also to species collected from the aerial parts of the hosts.

    The authors confirm contributions to the paper as follows: study conception and design: Caballero A, Kondo T; data collection: Caballero A, Kondo T; analysis and interpretation of results: Caballero A, Kondo T; draft manuscript preparation: Caballero A, Kondo T. Both authors reviewed the results and approved the final version of the manuscript.

    The data (microscopy slides of specimens) that support the findings of this study are available in the Scale insect repository of the entomological museum Universidad Nacional Agronomia Bogota – UNAB, Facultad de Ciencias Agrarias, Colombia. All data generated or analyzed during this study are included in this published article and its supplementary information files.

    The authors thank Dr. Andrea Ramos-Portilla for clarifying some aspects of the morphological variations of Rhizoecus species and Dr. Penny Gullan (Australian National University, Canberra, Australia) for reviewing an earlier version of the manuscript. Many thanks to Erika Valentina Vergara (AGROSAVIA) and Dr. Francisco Serna (Universidad Nacional de Colombia) for their help to access the Museum UNAB. Special thanks to Dr Giuseppina Pellizzari (University of Padova, Italy) for advice on scientific nomenclature. This study was financed by Colciencias (Programa Nacional de Ciencias Básicas [National Program on Basic Sciences]), code 110165843233, contract FP44842-004-2015), by the entomological museum UNAB (Facultad Ciencias Agrarias, Universidad Nacional de Colombia, sede Bogotá) and by Federación Nacional de Cafeteros.

  • The authors declare that they have no conflict of interest.

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  • Cite this article

    Waltner-Toews D. 2022. Circular Agriculture and Post-Normal Science. Circular Agricultural Systems 2:1 doi: 10.48130/CAS-2022-0001
    Waltner-Toews D. 2022. Circular Agriculture and Post-Normal Science. Circular Agricultural Systems 2:1 doi: 10.48130/CAS-2022-0001

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Circular Agriculture and Post-Normal Science

Circular Agricultural Systems  2 Article number: 1  (2022)  |  Cite this article

Abstract: Theories of circular economies are aspirational, taking ideas from ecology and using them to guide human practice to promote sustainability. While many of the specific elements necessary to create such systems have been identified, most examples of applying these ideas have been at farm or, at most, regional scales. Normal science has been extraordinarily successful in describing in detail many of the necessary components in this work, but seems ill-equipped to grapple with and understand the complex, multi-layered, social and ecological context within which these details interact. Post-Normal Science offers a way to re-imagine the problem and begin the important process of understanding these interactions to promote transformational change.

    • The challenges of replicating or scaling up models and heuristics of circular economies in a complex, interconnected world are immense, and suggest the need for systemic transformational change[1]. Many of the responses to these challenges have focused on identifying and studying the necessary elements of a circular system, in other words, gathering more data.

      Transformational change, however, does not necessarily require more data, but rather new ways of understanding the evidence we already have. In the words of Nobel-prize winning microbiologist Joshua Lederberg, "Biology is already so fact-laden that it is in danger of being bogged down awaiting advances in logic and linguistics to reach the integration of the particulars."[2]. Post-Normal Science offers a different way to approach the evidence we have, and to open up new possibilities for research and application.

    • If circular agricultural systems (CAS) are approached as one larger problem within which many others are nested, then it becomes apparent that this problem is a type of what sociologists have called "wicked problems"[3]. Wicked problems are often poorly defined, within which contradictory forces prevent straightforward solutions. Improvements in some fields, such as agricultural production, may have unexpected consequences elsewhere, accumulating and magnifying over time. Undesirable consequences emerge from ways in which humanity has solved earlier problems. For instance, industrialization, basic scientific research, and technical advances combined with economies of scale to solve problems of hunger; nevertheless, the methods used to solve food shortages are now associated with environmental degradation, panzootics, and pandemics[4].

      How can scientists, particularly applied scientists looking for ways to close the circles in agriculture and to minimize deleterious side effects, best respond to this? We often hear admonitions that policy-makers should "follow the science". This assumes that there is one kind of science, and that all science converges on a global truth. If we follow "the science", this argument goes, we will know the truth, and then we (and hence the decision-makers who follow us) will know what to do.

      According to the philosopher of science Thomas Kuhn[5], normal science is a form of puzzle-solving. Many practicing scientists will recognize this as the day-to-day research that they conduct. They are filling in the gaps in scientific knowledge that are found within the dominant paradigm. Normal science does not question or challenge the underlying assumptions of that paradigm. Each of us, as scientists, have been taught the rules of our disciplines, and have been judged by our peers based on how well we have followed those rules. If we come across data that don't fit, we treat them as anomalies. If enough anomalies accumulate, the science goes through a revolutionary period in which a new paradigm is created that hopefully explains the anomalies.

      This view of science has been able to deliver an incredible variety of technical insights. In this highly-focused science, our work is judged by our disciplinary peers and its quality is judged according to clear methodological rules. In a pandemic, this work can identify viral structures and produce remarkable vaccines in a short time. In the context of circular agricultural systems, this work might focus on the movement of specific nutrients or toxins in specific soil types. Normal science works best—in fact I would argue that it only works—if those practicing it can focus down on very narrowly defined specific questions, where answers can be clear.

      But what of the larger, more "wicked" problem of sustainable agri-food systems, which is the one we all aspire to solve? Normal science becomes more problematic in applied situations, where the challenges of decision-making influence the types of questions we ask. In the sciences related to professional consultancies (such as in my own work as a veterinary epidemiologist) the questions we ask are determined together with our clients, and because uncertainties abound, we make judgement calls based on probabilities and prior histories. In this case, the stakes may be quite high—the death of some animals, the loss of crops, or the bankruptcy of a farm—but the involvement of clients enables us to draw on a broader assessment of evidence, including experiential and local knowledge of farmers, as well as laboratory and field experimental work. These clients become our peripheral vision, seeing things that we, as experts in a particular discipline, have been trained to block out in the interests of maintaining focus.

      Research into circular agriculture in the setting of an experimental centre makes use of some combination of normal laboratory and applied sciences, but does so within a systemic understanding of the context. Systems scientists and theorists have attempted to address questions related to complex social and cultural interactions through building theoretical and mathematical models. Initially, such models might be quite simple; two examples are the social-ecological models proposed by ecological engineer James Kay[6], and the four-box "lazy-eight" diagram used by the Resilience Alliance, which is similar to the notion of creative destruction in which systems go through phases of exploitation, conservation, release and reorganization[7]. Both models are heuristics that demonstrate how social forces change landscapes and how those changed landscapes then change social forces. Both these models can work very well within a closed, bounded system.

      Many conventional farms function in a recurrent pattern which involves planting new seeds (in anticipation of prices and markets), killing all the plants and animals they don't like or need (weeds, pests and sick animals), growing a new crop (conservation), harvesting the mature crop (which ecologically is a sort of destruction), and finally, restructuring and renewing the fields with seeds of the plants or young animals (reorganization).

      Under assumptions of closed systems, such models can provide important insights. However, we should never confuse our models, which are after all simplifications based on selected variables, with the complexity of the real world.

      The world we live in can be described as a series of nested hierarchies. As an individual, I have physical and social boundaries and an internal set of rules by which I function. I am also a member of a family with rules and boundaries, which is a member of various communities, each with its own rules and boundaries. By virtue of the fact that I eat, drink, perspire, breathe, urinate, and defecate, I can also be described according to my membership in several nested ecological and infrastructure systems related to manure, water, and nutrient recycling, extending from households and communities to global trading systems and climate change. Similarly, plants and animals in a particular landscape and micro-climate are nested within layers of larger landscapes, biomes, and climatic zones, as well as within various social and political systems.

      When the Kay or Resilience models are expanded to account for this nesting, the modeling becomes considerably more complex and unwieldy. This complexity increases in a time when the climatic and environmental baselines are shifting (there is no normal to which we can return) and the boundaries of our systems have not only been enlarged regionally and globally, but have also, in some sense, gone "feral." That is, the boundaries of the issues related to inputs and outputs change frequently, depending on the specific variable we are considering (nitrogen, water, markets) and according to political, economic, demographic and climatic changes. What has become apparent during the COVID-19 pandemic is that our models often depend upon assumptions of stable baselines and boundaries. There is not a single scientific model that can encompass all the relevant variables, and making the models more complex does not solve this problem. It seems as if we then are approaching the limits of what normal and systems sciences can offer.

      Post-Normal Science (PNS) was designed to address many of these issues[8] and as Peter Gluckman, New Zealand's chief science adviser, has argued, is especially important when we are doing "science for policy"[9]. Resisting disciplinary sciences' tendency to work in silos, PNS wants disciplinary experts to work side by side with stakeholders in extended peer communities.

      PNS was initially designed to address societal, issue-driven questions relating to environmental debates, where, typically, facts are uncertain, values in dispute, stakes high, and decisions urgent. Here, the people with whom we are seeking answers are part of an extended peer community, working together with experts and scientists in a process of reciprocal learning and together defining the questions and evaluating answers. This extended peer community includes representatives of all those who have a stake in the questions being asked and/or have knowledge that is outside the usual scientific community. For circular agricultural systems, these extended peers will vary from place to place according to the questions asked; they will include the usual scientists, agronomists and decision-makers of course, but if we aspire to create a globally sustainable system, then stakeholders will include indigenous people and others with local understanding of the landscape[1012]; furthermore, one of the lessons of the SARS-CoV-2 pandemic is that we should be paying attention to the interactive dynamics of other species and how they relate to cultural and historical trends[1315].

      Members of this extended peer community serve as peripheral vision for each of us, enabling us to detect the movements of important variables outside our usual focus, constraining and orienting the whole community of scholars and practitioners as we move, collectively, toward resolving conflicts in the midst of our "wicked" problems.

      Many of us, trained in normal science and professional consultancy, have had some trepidation working within a scientific process that attempts to accommodate the chaotic cross-currents and strong opinions of these "extended peer communities", who deploy "extended facts" and take an active part in the solution of their problems.

      The challenges of assuring quality control for post-normal scientists are an order of magnitude greater than what we have faced within the disciplines of normal science. PNS pushes us to examine not only all the technical complexities of our work, but also what our assumptions and values are. Why are we doing this work? Among the many competing goals, what really matters? This is difficult, and may generate conflicts; as scientists, we should welcome these conflicts as opportunities to learn from each other, and from the human communities we serve. Still, if we are interested in grappling with the big, interacting, questions of the day such as circular economies, agricultural sustainability, biodiversity, climate change, pandemics, food safety, food security and One Health, this is the landscape into which we must venture.

      • The authors declare that they have no conflict of interest.

      • Copyright: © 2022 by the author(s). Published by Maximum Academic Press, Fayetteville, GA. This article is an open access article distributed under Creative Commons Attribution License (CC BY 4.0), visithttps://creativecommons.org/licenses/by/4.0/.
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    Waltner-Toews D. 2022. Circular Agriculture and Post-Normal Science. Circular Agricultural Systems 2:1 doi: 10.48130/CAS-2022-0001
    Waltner-Toews D. 2022. Circular Agriculture and Post-Normal Science. Circular Agricultural Systems 2:1 doi: 10.48130/CAS-2022-0001

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