Plant sentience? Between romanticism and denial: Science

A growing number of non-human animal species are being seriously considered as candidates for sentience, but plants are either forgotten or explicitly excluded from these debates. In our view, this is based on the belief that plant behavior is hardwired and inflexible and on an underestimation of the role of plant electrophysiology. We weigh such assumptions against the evidence to suggest that it is time to take seriously the hypothesis that plants, too, might be sentient. We hope this target article will serve as an invitation to investigate sentience in plants with the same rigor as in nonhuman animals. Miguel Segundo-Ortin is a postdoctoral fellow in the Department of Philosophy and member of the Minimal Intelligence Laboratory at the University of Murcia (Spain). His research is in the philosophy of the cognitive sciences, particularly embodied cognition, comparative cognition, and human agency. Website Paco Calvo is Professor of Philosophy of Science and PI of the Minimal Intelligence Laboratory at the University of Murcia (Spain). His research is on (the philosophy of) plant neurobiology, ecological psychology and embodied cognitive science. He is co-author with Natalie Lawrence of Planta Sapiens (Little, Brown (UK); Norton (US)). Website 1. Comparative cognition and the study of sentience in plants: An overview of the debate ‘Sentience’ refers to the capacity of an individual to have felt states, including sensory experiences, external or internal. Although the interest in studying sentience in nonhuman organisms is increasing, this research remains, in our view, remarkably Call for Commentary: Animal Sentience publishes Open Peer Commentary on all accepted target articles. Target articles are peer-reviewed. Commentary articles are editorially reviewed. There are submitted commentaries as well as invited commentaries. Commentary articles appear as soon as they have been reviewed, revised and accepted. Target article authors may respond to their commentaries individually or in a joint response to multiple commentaries. Instructions: http://animalstudiesrepository.org/animsent/guidelines.html Animal Sentience 2023.455: Segundo-Ortin & Calvo on Plant Sentience 2 zoocentric (Calvo 2018a; Calvo and Lawrence, 2023). We hope to redress this tendency, inviting scientists and philosophers to address the question of whether plants, too, may be sentient. Our hope is to convince researchers that this possibility is worth exploring scientifically (Segundo‐Ortin & Calvo, 2022; Raja & Segundo-Ortin, 2021). Scientific study of non-human sentience (animal or non-animal) is particularly challenging because direct evidence is lacking. Pearce (2008, p. 221) questions the very possibility of determining whether a non-human animal is conscious because we cannot “observe directly the mental states of an animal.” Echoing this view, Shettleworth (2010, p. 7) writes that “the point of most researchers studying animal cognition is that how animals process information can and should be analyzed without making any assumptions about what their private experiences are like.” Researchers must hence rely on indirect evidence, whether overt behavioral markers or correlated electrochemical activity. This “leap from observable behavior and physiological processes to conjectures about private conscious experiences” (Mazor et al., 2022, p. 3) requires some justification. Andrews (2020, Chapter 4) points out that most researchers rely on reasoning by analogy. If a behavior that occurs when humans experience pain is also observed in other species, we might infer that there too it is accompanied by the experience of pain. We can never be sure that the analogous behavior is accompanied by a subjective experience. The response to a damaging stimulus, for example, could be caused by insentient nociception (damage-detection) rather than pain. Moreover, analogy might be convincing with members of the ape clade and some other non-hominid mammals but it loses its strength as the target species becomes more distant from our own. What kind of behavior should we take as indicative of sentience in fruit flies? “If there are conscious entities that do not behave like humans, and if there is consciousness that we cannot perceive, then those entities will be unjustly excluded. Quite different beings may fail to meet those criteria while still being conscious” (Andrews 2020, p. 93). The same rationale applies to neurophysiological evidence. There is no principled reason to deny that radically different neural structures could give rise to felt states (Chittka 2017; Pagàn 2019; Solé et al. 2019). Sentience is nevertheless being increasingly recognized in many animal species, from apes, mammals, birds, reptiles and fishes, to octopuses and other invertebrates (Andrews, 2020; Crump et al., 2022; Mikhalevich & Powell, 2020). Based on behavioral and electrophysiological studies in invertebrates, Barron and Klein (2016; Klein & Barron, 2016) argue that some insects may have the capacity for sentience: Even though they are very different from the brain structures thought to support sentience in vertebrates, insects’ cephalic ganglia produce integrated neural representations of the world. Barron & Klein suggest that such representations are indicative of sentience, akin to those produced in vertebrates’ midbrains, with the cephalic ganglion of insects functionally equivalent to the midbrain. More skepticism is found when we move beyond the animal kingdom to the possibility that non-animal organisms, such as plants, can feel. Some authors have tried to argue against this skepticism. The “Cellular Basis of Consciousness” (CBC) theory (Baluška, Animal Sentience 2023.455: Segundo-Ortin & Calvo on Plant Sentience 3 Miller & Reber, 2021; Baluška & Reber, 2020, 2021; Reber & Baluška, 2020) proposes a bottom-up, evolutionary view of sentience. According to CBC, sentience emerged as an inherent feature of the first life-forms, including prokaryotes, and all biological taxa are equipped with some degree of feeling (Reber, 2019). “[A]ll adaptive functioning organisms, from the earliest on, must be sentient [...]. A non-sentient organism [...] would be an evolutionary dead-end” (Baluška & Reber, 2019, p. 1). According to CBC, sentience emerged to facilitate flexible adaptation to the environment; its complexity depends on the specific needs of each species and the characteristics of its ecological niche. Other researchers have argued that, contrary to CBC, current scientific knowledge does not provide serious support for investigating plant sentience (Mallatt et al., 2020; Taiz et al., 2019; we elaborate on these arguments in section 3). We agree that there is still much to be discussed before it can be accepted that plants feel, but we would disagree with those who would rather deny the possibility of plant sentience altogether. Regarding plant cognition (rather than sentience) current empirical findings strongly suggest that plants can perform many putatively cognitive abilities once thought to be unique to animals (Segundo-Ortin & Calvo, 2019). These abilities include the capacity to communicate with the plant’s biotic local environment (Arimura & Pearse, 2017; Karban, 2015); to distinguish kin from non-kin and modify behavior accordingly (Bilas et al., 2021); to make flexible decisions about multiple options and trade-offs (Karban & Orrock, 2018; Lee et al., Submitted); and even to learn from and remember past experiences (Baluška et al. 2018). Nevertheless, even if plants have surprising cognitive abilities, it remains debatable whether this is evidence that they feel, any more than similar abilities in robots and neural networks imply that they feel. A series of striking functional analogies between the nervous system of animals and the non-neural vascular system of higher plants has also been reported (see section 3 below). These similarities have motivated some researchers to broaden the definition of a ‘nervous’ system to include plants for “a better understanding of how evolution has driven the features of signal generation, transmission and processing in multicellular beings” (Miguel-Tomé & Llinás, 2021). Calvo (2017) has argued that the emerging field of plant neurobiology (Baluška et al. 2006; Brenner et al. 2006) offers new ways to investigate how plants integrate information from different parameters. In what follows we review the current evidence on plant cognitive activity and its electrophysiological substrate. Section 2 examines plant cognition. Section 3 reviews electrophysiological processes that may underlie plant cognition and sentience. We conclude with some general remarks about the implications of these findings. Animal Sentience 2023.455: Segundo-Ortin & Calvo on Plant Sentience

[1]  P. Calvo,et al.  Decision Making in Plants: A Rooted Perspective , 2023, Plants.

[2]  G. M. Souza,et al.  Systemic Signals Induced by Single and Combined Abiotic Stimuli in Common Bean Plants , 2023, Plants.

[3]  F. Baluška,et al.  Root and hypocotyl growth of Arabidopsis seedlings grown under different light conditions and influence of TOR kinase inhibitor AZD , 2022, International Journal of Biotechnology and Molecular Biology Research.

[4]  W. Bechtel,et al.  Control mechanisms: Explaining the integration and versatility of biological organisms , 2022, Adapt. Behav..

[5]  C. Burn,et al.  Sentience in decapod crustaceans: A general framework and review of the evidence , 2022, Animal Sentience.

[6]  Jolien C. Francken,et al.  The Scientific Study of Consciousness Cannot and Should Not Be Morally Neutral , 2021, Perspectives on psychological science : a journal of the Association for Psychological Science.

[7]  M. Reichelt,et al.  Anaesthetic diethyl ether impairs long-distance electrical and jasmonate signaling in Arabidopsis thaliana. , 2021, Plant physiology and biochemistry : PPB.

[8]  P. Calvo,et al.  Consciousness and cognition in plants. , 2021, Wiley interdisciplinary reviews. Cognitive science.

[9]  Jacob C White,et al.  Boquila trifoliolata mimics leaves of an artificial plastic host plant , 2021, Plant signaling & behavior.

[10]  A. Reber,et al.  CBC‐Clock Theory of Life – Integration of cellular circadian clocks and cellular sentience is essential for cognitive basis of life , 2021, BioEssays : news and reviews in molecular, cellular and developmental biology.

[11]  R. Llinás,et al.  Broadening the definition of a nervous system to better understand the evolution of plants and animals , 2021, Plant signaling & behavior.

[12]  William Bechtel,et al.  Model Organisms for Studying Decision-Making: A Phylogenetically Expanded Perspective , 2021, Philosophy of Science.

[13]  Lan Huang,et al.  Plant electrical signals: A multidisciplinary challenge. , 2021, Journal of plant physiology.

[14]  A. Reber,et al.  Biomolecular Basis of Cellular Consciousness via Subcellular Nanobrains , 2021, International journal of molecular sciences.

[15]  Anesthetic agents , 2021, Reactions Weekly.

[16]  W. Bechtel,et al.  Grounding cognition: heterarchical control mechanisms in biology , 2021, Philosophical Transactions of the Royal Society B.

[17]  F. Baluška,et al.  Anaesthetics and plants: from sensory systems to cognition-based adaptive behaviour , 2021, Protoplasma.

[18]  S. Pacala,et al.  The exploitative segregation of plant roots , 2020, Science.

[19]  Jason D. Smith,et al.  A Plant Parasite uses Light Cues to Detect Differences in Host-Plant Proximity and Architecture. , 2020, Plant, cell & environment.

[20]  A. Bretman,et al.  Friends, neighbours and enemies: an overview of the communal and social biology of plants. , 2020, Plant, cell & environment.

[21]  William B. Miller The First Minds: Caterpillars, Karyotes, and Consciousness , 2020 .

[22]  D. Burr,et al.  A Sensorimotor Numerosity System , 2020, Trends in Cognitive Sciences.

[23]  A. Draguhn,et al.  Debunking a myth: plant consciousness , 2020, Protoplasma.

[24]  P. Calvo,et al.  Integrated information as a possible basis for plant consciousness. , 2020, Biochemical and biophysical research communications.

[25]  A. Reber,et al.  Cognition in some surprising places. , 2020, Biochemical and biophysical research communications.

[26]  V. Vyazovskiy,et al.  Comment on 'Lack of evidence for associative learning in pea plants' , 2020, eLife.

[27]  K. Markel Response to comment on 'Lack of evidence for associative learning in pea plants' , 2020, eLife.

[28]  P. Calvo,et al.  Zoocentrism in the weeds? Cultivating plant models for cognitive yield , 2020, Biology & Philosophy.

[29]  P. Calvo,et al.  Cognition and intelligence of green plants. Information for animal scientists. , 2020, Biochemical and biophysical research communications.

[30]  Alain Goriely,et al.  Multiscale integration of environmental stimuli in plant tropism produces complex behaviors , 2020, bioRxiv.

[31]  A. Nieder The Adaptive Value of Numerical Competence. , 2020, Trends in ecology & evolution.

[32]  Jan T. Burri,et al.  A single touch can provide sufficient mechanical stimulation to trigger Venus flytrap closure , 2020, PLoS biology.

[33]  K. Markel Lack of evidence for associative learning in pea plants , 2020, eLife.

[34]  P. Calvo,et al.  The dynamics of plant nutation , 2020, Scientific Reports.

[35]  Merav Stern,et al.  Numerical Cognition Based on Precise Counting with a Single Spiking Neuron , 2020, iScience.

[36]  D. Alkon,et al.  Reply to Trewavas et al. and Calvo and Trewavas. , 2020, Trends in plant science.

[37]  P. Calvo,et al.  Physiology and the (Neuro)biology of Plant Behavior: A Farewell to Arms. , 2020, Trends in plant science.

[38]  P. Calvo,et al.  Consciousness Facilitates Plant Behavior. , 2020, Trends in plant science.

[39]  I. Mikhalevich,et al.  Minds without spines: Evolutionarily inclusive animal ethics , 2020, Animal Sentience.

[40]  Himanshu Sharma,et al.  Sound as a stimulus in associative learning for heat stress in Arabidopsis , 2020, Communicative & integrative biology.

[41]  M. Reichelt,et al.  Volatile DMNT systemically induces jasmonate-independent direct anti-herbivore defense in leaves of sweet potato (Ipomoea batatas) plants , 2019, Scientific Reports.

[42]  Anthony Trewavas,et al.  Plants are intelligent, here's how. , 2019, Annals of botany.

[43]  M. Heras-Escribano,et al.  The Philosophy of Plant Neurobiology , 2019, The Routledge Companion to Philosophy of Psychology.

[44]  Kimberly A. Morrell,et al.  Insect Herbivory Selects for Volatile-Mediated Plant-Plant Communication , 2019, Current Biology.

[45]  G. M. Souza,et al.  Plants as electromic plastic interfaces: A mesological approach. , 2019, Progress in biophysics and molecular biology.

[46]  A. Novoplansky What plant roots know? , 2019, Seminars in cell & developmental biology.

[47]  D. Alkon,et al.  Plants Neither Possess nor Require Consciousness. , 2019, Trends in plant science.

[48]  Quentin Hiernaux History and epistemology of plant behaviour: a pluralistic view? , 2019, Synthese.

[49]  M. Knaden,et al.  An unbiased approach elucidates variation in (S)-(+)-linalool, a context-specific mediator of a tri-trophic interaction in wild tobacco , 2019, Proceedings of the National Academy of Sciences.

[50]  Jair E. Garcia,et al.  Symbolic representation of numerosity by honeybees (Apis mellifera): matching characters to small quantities , 2019, Proceedings of the Royal Society B.

[51]  O. Pagán The brain: a concept in flux , 2019, Philosophical Transactions of the Royal Society B.

[52]  Stephanie Forrest,et al.  Liquid brains, solid brains , 2019, Philosophical Transactions of the Royal Society B.

[53]  M. Weigend,et al.  Flowers anticipate revisits of pollinators by learning from previously experienced visitation intervals , 2019, Plant signaling & behavior.

[54]  A. Reber,et al.  Sentience and Consciousness in Single Cells: How the First Minds Emerged in Unicellular Species , 2019, BioEssays : news and reviews in molecular, cellular and developmental biology.

[55]  Aurore Avarguès-Weber,et al.  Numerical cognition in honeybees enables addition and subtraction , 2019, Science Advances.

[56]  F. Baluška,et al.  Anesthetics, Anesthesia, and Plants. , 2019, Trends in plant science.

[57]  Y. Yovel,et al.  Flowers respond to pollinator sound within minutes by increasing nectar sugar concentration , 2018, bioRxiv.

[58]  Vít Latzel,et al.  Anticipatory Behavior of the Clonal Plant Fragaria vesca , 2018, Front. Plant Sci..

[59]  P. Calvo,et al.  Are plants cognitive? A reply to Adams. , 2018, Studies in history and philosophy of science.

[60]  Per Sandin,et al.  Plant Ethics: Concepts and Applications , 2018 .

[61]  Barry E. Adelman On the Conditioning of Plants: A Review of Experimental Evidence , 2018, Perspectives on Behavior Science.

[62]  A. J. Koo,et al.  Glutamate triggers long-distance, calcium-based plant defense signaling , 2018, Science.

[63]  M. Stevens,et al.  Plant Camouflage: Ecology, Evolution, and Implications. , 2018, Trends in ecology & evolution.

[64]  John L. Orrock,et al.  A judgment and decision-making model for plant behavior. , 2018, Ecology.

[65]  R. Affifi Deweyan Psychology in Plant Intelligence Research: Transforming Stimulus and Response , 2018 .

[66]  K. Tielbörger,et al.  Decision-making in plants under competition , 2017, Nature Communications.

[67]  F. Baluška,et al.  Anaesthetics stop diverse plant organ movements, affect endocytic vesicle recycling and ROS homeostasis, and block action potentials in Venus flytraps , 2017, Annals of botany.

[68]  G. Genin,et al.  Arabidopsis Leaf Trichomes as Acoustic Antennae. , 2017, Biophysical journal.

[69]  Anthony Trewavas,et al.  Are plants sentient? , 2017, Plant, cell & environment.

[70]  E. Brenner Smartphones for Teaching Plant Movement , 2017, The American Biology Teacher.

[71]  L. Chittka Bee cognition , 2017, Current Biology.

[72]  L. Sartori,et al.  Act on Numbers: Numerical Magnitude Influences Selection and Kinematics of Finger Movement , 2017, Front. Psychol..

[73]  H. Tsuchiya Anesthetic Agents of Plant Origin: A Review of Phytochemicals with Anesthetic Activity , 2017, Molecules.

[74]  P. Godfrey‐Smith The Evolution of Consciousness in Phylogenetic Context , 2017 .

[75]  Kristin Andrews,et al.  The Routledge Handbook of Philosophy of Animal Minds , 2017 .

[76]  A. Trewavas The foundations of plant intelligence , 2017, Interface Focus.

[77]  Karl J. Friston,et al.  Predicting green: really radical (plant) predictive processing , 2017, Journal of The Royal Society Interface.

[78]  Vít Latzel,et al.  The role of transgenerational effects in adaptation of clonal offspring of white clover (Trifolium repens) to drought and herbivory , 2017, Evolutionary Ecology.

[79]  A. Agrawal,et al.  Trade-Offs Between Plant Growth and Defense Against Insect Herbivory: An Emerging Mechanistic Synthesis. , 2017, Annual review of plant biology.

[80]  G. M. Souza,et al.  Plant “electrome” can be pushed toward a self-organized critical state by external cues: Evidences from a study with soybean seedlings subject to different environmental conditions , 2017, Plant signaling & behavior.

[81]  Alexander G. Volkov,et al.  Biosensors, memristors and actuators in electrical networks of plants , 2017, Int. J. Parallel Emergent Distributed Syst..

[82]  Alexander A. Borbély,et al.  Learning by Association in Plants , 2016, Scientific Reports.

[83]  D. Marković,et al.  Decoding neighbour volatiles in preparation for future competition and implications for tritrophic interactions , 2016 .

[84]  F. Baluška,et al.  Understanding of anesthesia – Why consciousness is essential for life and not based on genes , 2016, Communicative & integrative biology.

[85]  Vít Latzel,et al.  Stress-induced memory alters growth of clonal offspring of white clover (Trifolium repens). , 2016, American journal of botany.

[86]  V. Sukhov,et al.  Electrical signals in higher plants: Mechanisms of generation and propagation , 2016 .

[87]  M. Heil Nightshade Wound Secretion: The World's Simplest Extrafloral Nectar? , 2016, Trends in plant science.

[88]  B. Schmid Decision-Making: Are Plants More Rational than Animals? , 2016, Current Biology.

[89]  A. Kacelnik,et al.  Pea Plants Show Risk Sensitivity , 2016, Current Biology.

[90]  Michael Levin,et al.  On Having No Head: Cognition throughout Biological Systems , 2016, Front. Psychol..

[91]  Nobuhiro Suzuki,et al.  ROS, Calcium, and Electric Signals: Key Mediators of Rapid Systemic Signaling in Plants1[OPEN] , 2016, Plant Physiology.

[92]  R. Hedrich,et al.  Electrical Wiring and Long-Distance Plant Communication. , 2016, Trends in plant science.

[93]  Won-Gyu Choi,et al.  Rapid, Long-Distance Electrical and Calcium Signaling in Plants. , 2016, Annual review of plant biology.

[94]  F. Cvrčková,et al.  Plant Studies May Lead Us to Rethink the Concept of Behavior , 2016, Front. Psychol..

[95]  Colin Klein,et al.  What insects can tell us about the origins of consciousness , 2016, Proceedings of the National Academy of Sciences.

[96]  J. Takabayashi,et al.  Language of plants: Where is the word? , 2016, Journal of integrative plant biology.

[97]  Charles I. Abramson,et al.  Learning in Plants: Lessons from Mimosa pudica , 2016, Front. Psychol..

[98]  Annika E Huber,et al.  Long-distance plant signaling pathways in response to multiple stressors: the gap in knowledge. , 2016, Journal of experimental botany.

[99]  P. Calvo The philosophy of plant neurobiology: a manifesto , 2016, Synthese.

[100]  Sergey Shabala,et al.  The Venus Flytrap Dionaea muscipula Counts Prey-Induced Action Potentials to Induce Sodium Uptake , 2016, Current Biology.

[101]  Kathy Steppe,et al.  Plant-PET Scans: In Vivo Mapping of Xylem and Phloem Functioning. , 2015, Trends in plant science.

[102]  V. Žárský Signal transduction: GABA receptor found in plants , 2015, Nature Plants.

[103]  R. Karban Plant Sensing and Communication , 2015 .

[104]  S. Simard,et al.  Inter-plant communication through mycorrhizal networks mediates complex adaptive behaviour in plant communities , 2015, AoB PLANTS.

[105]  L. Gilbert,et al.  Interplant signalling through hyphal networks. , 2015, The New phytologist.

[106]  M. Beekman,et al.  Information integration and multiattribute decision making in non-neuronal organisms , 2015, Animal Behaviour.

[107]  N. Bazihizina,et al.  Extrafloral-nectar-based partner manipulation in plant–ant relationships , 2015, AoB PLANTS.

[108]  Kristin Andrews The Animal Mind: An Introduction to the Philosophy of Animal Cognition , 2014 .

[109]  M. Semchenko,et al.  Plant root exudates mediate neighbour recognition and trigger complex behavioural changes. , 2014, The New phytologist.

[110]  S. Lee,et al.  Real-time imaging of pulvinus bending in Mimosa pudica , 2014, Scientific Reports.

[111]  M. Stolarz,et al.  Circumnutation Tracker: novel software for investigation of circumnutation , 2014, Plant Methods.

[112]  H. Appel,et al.  Plants respond to leaf vibrations caused by insect herbivore chewing , 2014, Oecologia.

[113]  J. Pannell Leaf Mimicry: Chameleon-like Leaves in a Patagonian Vine , 2014, Current Biology.

[114]  E. Gianoli,et al.  Leaf Mimicry in a Climbing Plant Protects against Herbivory , 2014, Current Biology.

[115]  M. Renton,et al.  Experience teaches plants to learn faster and forget slower in environments where it matters , 2014, Oecologia.

[116]  F. Baluška,et al.  Plant anesthesia supports similarities between animals and plants , 2014, Plant signaling & behavior.

[117]  Akiko Yoshida,et al.  The plant vascular system: evolution, development and functions. , 2013, Journal of integrative plant biology.

[118]  Stefano Mancuso,et al.  Towards understanding plant bioacoustics. , 2012, Trends in plant science.

[119]  Thomas Neuberger,et al.  Surveying the plant's world by magnetic resonance imaging. , 2012, The Plant journal : for cell and molecular biology.

[120]  S. Simard,et al.  Mycorrhizal networks: Mechanisms, ecology and modelling , 2012 .

[121]  F. Tito Arecchi,et al.  Swarming Behavior in Plant Roots , 2012, PloS one.

[122]  Simcha Lev-Yadun,et al.  Swarm intelligence in plant roots. , 2010, Trends in ecology & evolution.

[123]  Ángel García Rodríguez,et al.  Is cognition a matter of representations? Emulation, teleology, and time-keeping in biological systems , 2010, Adapt. Behav..

[124]  Hubert H. Felle,et al.  Alamethicin-induced electrical long distance signaling in plants , 2010, Plant signaling & behavior.

[125]  G. McNickle,et al.  Plants Integrate Information About Nutrients and Neighbors , 2010, Science.

[126]  A. Novoplansky,et al.  The Effects of Nutrient Dynamics on Root Patch Choice , 2010, PloS one.

[127]  I. Baldwin Plant volatiles , 2010, Current Biology.

[128]  I. Baldwin,et al.  The evolutionary context for herbivore-induced plant volatiles: beyond the 'cry for help'. , 2010, Trends in plant science.

[129]  Richard Karban,et al.  Explaining evolution of plant communication by airborne signals. , 2010, Trends in ecology & evolution.

[130]  František Baluška,et al.  Recent surprising similarities between plant cells and neurons , 2010, Plant signaling & behavior.

[131]  H. Bais,et al.  Root exudates mediate kin recognition in plants , 2010, Communicative & integrative biology.

[132]  G. Ruxton,et al.  Deception in plants: mimicry or perceptual exploitation? , 2009, Trends in ecology & evolution.

[133]  Guillermo P Murphy,et al.  Kin recognition: Competition and cooperation in Impatiens (Balsaminaceae). , 2009, American journal of botany.

[134]  Frank J. Vergeldt,et al.  MRI of intact plants , 2009, Photosynthesis Research.

[135]  Ariel Novoplansky,et al.  Picking battles wisely: plant behaviour under competition. , 2009, Plant, cell & environment.

[136]  H. de Kroon,et al.  A modular concept of plant foraging behaviour: the interplay between local responses and systemic control. , 2009, Plant, Cell and Environment.

[137]  Xiaojun Qiao,et al.  Research progress on electrical signals in higher plants , 2009 .

[138]  M. Stolarz Circumnutation as a visible plant action and reaction , 2009, Plant signaling & behavior.

[139]  John Symons,et al.  The Routledge Companion to Philosophy of Psychology , 2009 .

[140]  Hubert H. Felle,et al.  System Potentials, a Novel Electrical Long-Distance Apoplastic Signal in Plants, Induced by Wounding1 , 2009, Plant Physiology.

[141]  F. Baluška,et al.  Deep evolutionary origins of neurobiology: Turning the essence of 'neural' upside-down , 2009, Communicative & integrative biology.

[142]  R. Karban Plant behaviour and communication. , 2008, Ecology letters.

[143]  X. Li,et al.  Salt-avoidance tropism in Arabidopsis thaliana , 2008, Plant signaling & behavior.

[144]  Holger Meinke,et al.  Plant neurobiology and green plant intelligence: science, metaphors and nonsense , 2008 .

[145]  Patrick Favre,et al.  Voltage-dependent action potentials in Arabidopsis thaliana. , 2007, Physiologia plantarum.

[146]  Stefano Mancuso,et al.  Response to Alpi et al.: plant neurobiology: the gain is more than the name. , 2007, Trends in plant science.

[147]  Susan A Dudley,et al.  Kin recognition in an annual plant , 2007, Biology Letters.

[148]  Anthony Trewavas,et al.  Response to Alpi et al.: Plant neurobiology--all metaphors have value. , 2007, Trends in plant science.

[149]  Chris Hawes,et al.  Plant neurobiology: no brain, no gain? , 2007, Trends in plant science.

[150]  Hubert H. Felle,et al.  Systemic signalling in barley through action potentials , 2007, Planta.

[151]  M. Mescher,et al.  Volatile Chemical Cues Guide Host Location and Host Selection by Parasitic Plants , 2006, Science.

[152]  Stefano Mancuso,et al.  Plant neurobiology: an integrated view of plant signaling. , 2006, Trends in plant science.

[153]  Ian T. Baldwin,et al.  Volatile Signaling in Plant-Plant Interactions: "Talking Trees" in the Genomics Era , 2006, Science.

[154]  Rainer Stahlberg,et al.  Historical Overview on Plant Neurobiology , 2006, Plant signaling & behavior.

[155]  J. Holopainen,et al.  Multiple functions of inducible plant volatiles. , 2004, Trends in plant science.

[156]  Richard Firn,et al.  Plant intelligence: an alternative point of view. , 2004, Annals of botany.

[157]  H. Fromm,et al.  GABA in plants: just a metabolite? , 2004, Trends in plant science.

[158]  R. Hooke Micrographia: Or Some Physiological Descriptions of Minute Bodies Made by Magnifying Glasses With Observations and Inquiries Thereupon , 2003 .

[159]  Nicolas Bouché,et al.  GABA signaling: a conserved and ubiquitous mechanism. , 2003, Trends in cell biology.

[160]  Marcel Dicke,et al.  Plants talk, but are they deaf? , 2003, Trends in plant science.

[161]  A. Schwartz,et al.  Diurnal Phototropism in Solar Tracking Leaves of Lavatera cretica. , 1986, Plant physiology.

[162]  M. Flannery Learning from Plants , 1983 .

[163]  G. ROBLIN,et al.  MIMOSA PUDICA: A MODEL FOR THE STUDY OF THE EXCITABILITY IN PLANTS , 1979 .

[164]  L Knopf,et al.  DEBUNKING A MYTH , 1974, The American journal of nursing.

[165]  P. Calvo,et al.  The potential of plant action potentials , 2023, Synthese.

[166]  A. Rosati,et al.  36 Decision Making in Animals Rational Choices and Adaptive Strategies * , 2021 .

[167]  P. Calvo Caterpillar/basil-plant tandems , 2018 .

[168]  S. Simard Mycorrhizal Networks Facilitate Tree Communication, Learning, and Memory , 2018 .

[169]  Guenther Witzany,et al.  Memory and Learning in Plants , 2018, Signaling and Communication in Plants.

[170]  C. Abramson,et al.  General Issues in the Cognitive Analysis of Plant Learning and Intelligence , 2018 .

[171]  – Gauss conv wstep,et al.  Feature Detection , 2017, Encyclopedia of GIS.

[172]  E. Gianoli,et al.  Eyes in the Chameleon Vine? , 2017, Trends in plant science.

[173]  G. Arimura,et al.  From the Lab Bench to the Forest: Ecology and Defence Mechanisms of Volatile-Mediated ‘Talking Trees’ , 2017 .

[174]  A. Barron,et al.  Insects have the capacity for subjective experience , 2016 .

[175]  S. Lev-Yadun Defensive (anti-herbivory) Coloration in Land Plants , 2016, Springer International Publishing.

[176]  Amy L. Parachnowitsch,et al.  Do Plants Eavesdrop on Floral Scent Signals? , 2016, Trends in plant science.

[177]  F. Baluška Should fish feel pain? A plant perspective , 2016 .

[178]  Ariel Novoplansky,et al.  Future Perception in Plants , 2016, Anticipation Across Disciplines.

[179]  L. C. van Loon The Intelligent Behavior of Plants. , 2016, Trends in plant science.

[180]  H. Bais Shedding light on kin recognition response in plants. , 2015, The New phytologist.

[181]  Jorge J Casal,et al.  Photoreceptor-mediated kin recognition in plants. , 2015, The New phytologist.

[182]  Alexander G. Volkov,et al.  Plant Electrophysiology , 2012, Springer Berlin Heidelberg.

[183]  A. Volkov,et al.  Plant Electrophysiology : Signaling and Responses , 2012 .

[184]  S. Shettleworth Cognition, evolution, and behavior, 2nd ed. , 2010 .

[185]  Stefan Krause,et al.  Swarm intelligence in animals and humans. , 2010, Trends in ecology & evolution.

[186]  František Baluška,et al.  Plants and Animals: Convergent Evolution in Action? , 2009 .

[187]  Angela Hodge,et al.  Root decisions. , 2009, Plant, cell & environment.

[188]  T. Halliday,et al.  A Framework for Plant Behavior , 2008 .

[189]  Henk Van As,et al.  Intact plant MRI for the study of cell water relations, membrane permeability, cell-to-cell and long distance water transport. , 2007, Journal of experimental botany.

[190]  František Baluška,et al.  Neurobiological View of Plants and Their Body Plan , 2006 .

[191]  E. Król,et al.  Electrical Signals in Long-Distance Communication in Plants , 2006 .

[192]  N. H. Plantae , 1967, Geological Society, London, Special Publications.