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Water-harvesting polymer coatings for plant leaves

Roland Milatz a, Carmen Reink a, Tomas E. van den Berg b, Joost Duvigneau *a, G. Julius Vancso *a and Frederik R. Wurm *a
aSustainable Polymer Chemistry, Department of Molecules and Materials, MESA+ Institute for Nanotechnology, Faculty of Science and Technology, University of Twente, Enschede, The Netherlands. E-mail: g.j.vancso@utwente.nl; j.duvigneau@utwente.nl; Frederik.wurm@utwente.nl
bDepartment of Integrated Devices and Systems, Faculty of Electrical Engineering, Mathematics & Computer Science, University of Twente, Enschede, 7522 NB, The Netherlands

Received 9th August 2024 , Accepted 6th November 2024

First published on 7th November 2024


Abstract

Climate change-induced water scarcity threatens global plant life and agricultural productivity. Here, we present a novel atmospheric water harvesting (AWH) coating designed to alleviate heat and dry stress potentially. This polymer coating utilizes block copolymers carrying catechol-anchoring groups, specifically poly(dopamine methacrylamide) (PDOMA), to adhere to plant leaves. As a hydrophilic block, either poly((oligoethylene glycol) methacrylate) (POEGMA) or the thermoresponsive block poly(N-isopropylacrylamide) (PNIPAM) was used, which can adsorb water from the air during cooler periods in its hydrophilic state. As the temperature increases above the lower critical solution temperature (LCST) of PNIPAM, the polymer transitions to a hydrophobic state, releasing the captured water to the leaf surface. We synthesized PNIPAM-b-PDOMA copolymers via RAFT polymerization and confirmed their composition (IR, 1H NMR and 1H DOSY NMR spectroscopy) with a cloud point temperature of 33 ± 1 °C. The coatings were applied to model substrates (SiO2, polyethylene) and corn leaves. Compared to uncoated controls, coated substrates demonstrated a substantial increase in water uptake from humid air, absorbing up to 50 wt% of the coating's weight. The coating's adherence and thermoresponsive behavior were confirmed on corn leaves through contact angle measurements, showing a shift from hydrophilic (29 ± 3°) below the LCST to hydrophobic (80 ± 2°) above the LCST, closer to the native, hydrophobic leaf (110 ± 10°). Crucially, photosynthesis induction experiments revealed that the coating did not negatively impact the plant's natural photosynthetic processes. This study establishes a promising copolymer platform for developing AWH coatings to support plants in the face of increasing drought conditions.


1. Introduction

Climate change brings undue stress to plants due to extreme weather conditions, such as heat waves, storms, droughts, etc.1 Higher average temperatures in summer2 as well as longer and more common heatwaves create increased dry-stress for plants and influence crop yield or contribute to forest dieback.3 Several studies have demonstrated negative impact of climate change on plant growth over the past 50 years.4 The yield trends of crops predict shortages for 2050 to feed the increasing world population.5 For example, corn is one of the major crops (∼1.2 billion metric tonnes18) produced worldwide, which is known to be sensitive to water stress resulting in decreased production rates.3 Active measures to support plants against heat-stress are urgently needed.

Generally, plants can have two types of stress: biotic and abiotic. Biotic stress comes from biological sources such as pests or fungi.6 Abiotic stress is caused by physical parameters such as temperature, droughts, or floods.7 These stress factors can negatively impact the development and quality of plants and crops.8 Specifically, we look at alleviating stress caused by water scarcity. Water scarcity limits crop growth initially in the gas exchange and thus photosynthesis. Prolonged and intense dry-stress results in low nutrient transport in the plant.

A promising method to cope with dry-stress could be the harvesting of water from the atmosphere. To apply such a system on plants, there are several requirements to be met, which include low energy consumption, easy applicability, robustness, and stability.9 Current atmospheric water harvesting (AWH) systems, which are not applied on plants, tend to fall short of these requirements. Today's systems include metal–organic frameworks (MOFs), crystalline, porous structures containing inorganic coordination centers, and organic linkers.10 For example, Kim et al.11 synthesized a [Zr6O4(OH)4(fumarate)6] MOF, which is capable of functioning at ambient temperatures and low relative humidities while requiring no input of energy. Hygroscopic materials, such as salts or polymers, are another option; they are capable of capturing 5 to 6 times their weight in water.10 They suffer from some drawbacks, such as deterioration over time.12 Thermoresponsive polymers, such as poly(N-isopropylacrylamide) (PNIPAM), are also attractive materials for AWH. PNIPAM has been used in a MOF13 system and a gel,14 grafted onto silica gel,15 or used as nanofibers16 in previous studies for water harvesting.

Here, we present a different approach, i.e. direct application of a AWH polymer coating on the leaves of living plants to harvest water from the air. We use a model system based on block copolymers, containing PNIPAM as a thermoresponsive segment and poly(dopamine methacrylamide) (PDOMA) as an adhesive block. The block copolymers are sprayed from solution on corn leaves; the system is capable of switching between hydrophilic and hydrophobic states, and demonstrates its capacity as a functional coating capable of collecting and releasing water under ambient conditions at night and day temperatures for example. PNIPAM is a well-known thermoresponsive polymer with a lower critical solution temperature (LCST) in the range of 30–40 °C, depending on its composition.17 DOMA is a catechol-based, mussel-inspired adhesive monomer, capable of adhering to a variety of substrates such as polyethylene or the hydrophobic surface of leaves.19 We focus on the use of a stimulus-responsive copolymer, PNIPAM-b-PDOMA, as a coating on corn leaves to provide an AWH system (Scheme 2). The PNIPAM-b-PDOMA block copolymer was synthesized using reversible addition–fragmentation chain-transfer (RAFT) polymerization and characterized using 1H NMR, DOSY NMR, and GPC. First, we describe the application of the coating to a Si wafer for layer characterization using AFM. Then, we discuss using PE as a hydrophobic substrate for layer attachment. The ability of the coating to gather water from air is characterized using model PE substrates under a water vapor-saturated air stream. Finally, we apply the coating to biological corn plant leaves (Scheme 1). After application on corn leaves, plant health was monitored by measuring its ability to continue supporting photosynthesis. We believe that the direct coating of living plant leaves can be an active measure against dry-stress in future agriculture and horticulture.


image file: d4lp00249k-s1.tif
Scheme 1 Schematic representation of the synthesis, surface-coating, and envisioned surface structure of the PNIPAM-b-PDOMA block copolymer using the catechol anchoring sites.

image file: d4lp00249k-s2.tif
Scheme 2 Synthesis of block copolymers: (a) synthesis of PNIPAM-b-PDOMA and (b) PDOMA-b-POEGMA by sequential RAFT polymerization.

2. Results and discussion

The PNIPAM-b-PDOMA on PDOMA-b-POEGMA block copolymer synthesis was adapted from previously published procedures using a NIPAM[thin space (1/6-em)]:[thin space (1/6-em)]DOMA or OEGMA[thin space (1/6-em)]:[thin space (1/6-em)]DOMA molar ratio of 14[thin space (1/6-em)]:[thin space (1/6-em)]1 and 0.04 eq. of 4-cyano-4-(thiobenzoylthio)pentanoic acid as the CTA with 0.008 eq. of AIBN as the respective initiator (Scheme 2).20 The chemical structure of the polymers was characterized by NMR spectroscopy (Fig. S1–S3). For the PDOMA-b-POEGMA polymer, we switched the addition point of OEGMA and DOMA in the procedure due to the higher viscosity of POEGMA. In the 1H NMR spectra, the resonances corresponding to DOMA's aromatic ring are detected at ca. 6.6 ppm. The broad resonance at ca. 1 ppm was attributed to the methyl groups in the isopropyl head of NIPAM, whereas the tertiary carbon's protons in the isopropyl group were detected at ca. 3.9 ppm. The composition of the copolymer was calculated by comparison of the integrals of the methyl groups and the aromatic ring, corresponding to 26 NIPAM units per DOMA unit. GPC was conducted after polymerization of the NIPAM block by taking a sample from the reaction mixture resulting in an apparent Mn of 22[thin space (1/6-em)]200 g mol−1 with Đ = 2.0 (Fig. S4), corresponding to a DP of ca. 200, from which we derive that the DOMA block length had ca. 8 monomer units (Fig. S1). Due to the adhesive nature of the catechol groups, GPC was only possible before the addition of DOMA in the second step.

To confirm the chain extension of PNIPAM after DOMA addition, 1H DOSY NMR was conducted (Fig. S3).21 From the DOSY spectrum, we concluded that both the resonances of DOMA and NIPAM monomers exhibited a similar diffusion coefficient, indicating successful chain extension and the formation of a block copolymer. Through turbidity measurements, the cloud point of the copolymer was determined to be 33.1 ± 0.9 °C in distilled water (Fig. S5), which is in the range of 30–40 °C of PNIPAM copolymers.17

The block copolymers were deposited on different substrates. First, silicon substrates were coated with 120 μL of a 2 wt% solution of the respective block copolymer in ethanol (drop-cast from a glass pipette). After drop-casting and evaporation of the solvent, a coating of 900 ± 30 nm for PNIPAM-b-PDOMA and 650 ± 50 nm for PDOMA-b-POEGMA was obtained as determined from AFM in the tapping mode (Fig. S6). As plant leaves have hydrophobic surfaces with waxy cuticles, we investigated the water harvesting abilities of the block copolymer coatings on a PE model substrate. Catechol units had been shown in our previous studies to be capable of anchoring polymers to the very hydrophobic and normally inert surface of PE.20 Contact angle data for the PE coated with PNIPAM-b-PDOMA are 82 ± 10° for the uncoated substrate and 45 ± 7° for the coated substrate, clearly indicating increased hydrophilicity. The coated PE substrates were placed overnight in a glass chamber through which a 100% RH airflow is blown (Fig. S7). The adsorbed water is measured by weighing the substrates before and after their time in the chamber. The uncoated substrate collected almost no water, i.e. a value of 2.2 ± 2.0 mg was measured (condensation of water was observed on the hydrophilic glass chamber but not on the bare hydrophobic PE substrates). In contrast, the PE substrate coated with PNIPAM-b-PDOMA showed an increased water uptake of 26.9 ± 6.6 mg. This behavior was maintained over at least five repetitive measurements without degradation of the coating performance, which are plotted in Fig. S8. The coated PE also collected ca. 1.5 mL of excess water, which was dripping from the coating during the experiment into the petri-dish below, which was not observed for the uncoated PE substrate. This confirms that the coating can harvest water from air. If we assume 1.5 mL per 25 cm2 per 15 hours, we get 0.004 mL h−1 cm−2 for the coating. Assuming 8 hours of low temperature, i.e. hydrophilic state of the coating, per day and 500 cm2 surface area per corn leaf at 18 leaves per plant, we obtain ca. 16 mL of water harvested per leaf and ca. 290 mL per plant during a humid night. While the number is obtained from an ideal situation of 100% RH in a closed system, it does give a useful indication towards the potential of the material.

For the deposition of the coating on leaves, the method and concentration are the same as used for the silicon wafers for AFM step-height measurements. The first step was to characterize the leaves and the coating using FTIR (Fig. 1). The spectra correspond to uncoated (top) and coated (middle) leaves, as well as the coating (bottom). From Fig. 1 it is apparent that the spectrum of the coated leaves shows both vibrations of the polymer and the components of the leaf. Briefly, we see peaks at 1640 cm−1 corresponding to the C[double bond, length as m-dash]O bond absorbances, at 1530 cm−1 corresponding to the amide absorbances, and at 1450 cm−1 corresponding to the hydrocarbon/alkane absorbances, and the 1390–1360 cm−1 double peak corresponding to the isopropyl group absorbances of NIPAM.


image file: d4lp00249k-f1.tif
Fig. 1 FTIR absorbance spectra of uncoated (top) and coated (middle) leaves, as well as the coating itself (bottom). Note the composite nature of the spectrum of the coated leaf, showing peaks from the leaf itself, but also the presence of peaks characteristic of the coating.

An important feature of the envisioned coating is rain fastness. To achieve adhesion to the leaf, we used PDOMA as an anchoring block. To confirm the adhesive capacity of these DOMA units to the leaf surface against rain, we compared the block-copolymer's adhesion with that of a homopolymer of PNIPAM on a leaf. Two leaves were coated with the respective polymers, and we performed static contact angle (SCA) measurements before and after washing with water (Fig. 2) without changing the temperature. The contact angles on plant leaves should be regarded only roughly due to the inherent roughness and inhomogeneity of the leaves. In Fig. 2A and B, we find relatively low and high contact angles, respectively, for a PNIPAM coating, without DOMA. This indicates uneven surface coverage due to the poor wetting behavior of the homopolymer. After extensive washing, see Fig. 2C, only higher contact angles can be measured. When DOMA is included in the polymer, low contact angles are obtained, even after washing with water. This means that the addition of DOMA units in the polymer structure supports adhesion, but its presence is also crucial to keep the coating in place.


image file: d4lp00249k-f2.tif
Fig. 2 Contact angle photographs of a PNIPAM coating (A–C) and a PNIPAM-b-PDOMA coating (bottom row). The PNIPAM coating could be removed easily by washing with water (C). The copolymer coating showed clear hydrophilic behavior at room temperature before and after washing (D and E).

At room temperature PNIPAM-b-PDOMA should be hydrophilic, as its temperature is below its LCST, vs. the hydrophobic leaf on which the coating is placed. Another set of SCA measurements are given in Fig. 3. From left to right, we show the contact angle of leaves without coating, with coating under LCST and with coating above LCST. Simply put, it demonstrates the thermoresponsive behavior of the copolymer. Below its LCST of 32 °C, the polymer coating shows hydrophilic behavior and when the temperature is increased to above 32 °C, it shows hydrophobic behavior instead. This behavior is switchable and does not impact coating stability. We note that quantitative CA data are not provided due to the significant error related to the leaf's roughness.


image file: d4lp00249k-f3.tif
Fig. 3 Water contact angle measurements of corn leaves: left: bare corn leave at room temperature, middle and right: PNIPAM-b-PDOMA-coated corn leaves below and above the cloud point temperature of PNIPAM, resulting in a hydrophilic or hydrophobic coating.

The same contact angle measurements were also performed on PDOMA-b-POEGMA coated leaves, which are shown in Fig. S9. However, the contact angles did not change upon changing the temperature: 43° ± 18° at room temperature and 46 ± 12° at 50 °C. During these measurements, we found that water droplets washed away the PDOMA-b-POEGMA coating. Most likely, the volume/mass fraction of POEGMA compared to PDOMA in the block copolymer was too high for efficient coating adhesion by the catechol groups. Simple characterization of the interference of the coating with natural processes of the leaf was performed by coating the top side of the leaves with the copolymer and comparing it with a clean leaf and one coated with grease. The silicon grease coating, normally on both sides, is commonly used as a reference for interference in natural leaf behavior as it infiltrates the stomata and prevents normal transpiration from taking place.22 Nonetheless, the top side of the grease-coated leaf showed the first signs of wilting (Fig. 4).


image file: d4lp00249k-f4.tif
Fig. 4 Photographs of corn plant leaves without coating (A), with coating (B), and coated with grease (C) at different points in time. The coated and uncoated leaves show similar green coloring, indicating that the leaf is still healthy, even after 10 days. The grease-coated leaf shows signs of dying, with the onset of brown edges on the leaf.

Fig. 4 presents a comparative analysis of leaves coated with the synthesized copolymer versus a control group coated with silicon grease. Visual observation over a 10 day period revealed the onset of wilting in the grease-coated leaves, indicated by browning along the leaf edges. Conversely, leaves treated with the copolymer exhibited no signs of wilting, suggesting that the coating does not impede normal leaf function. To corroborate this initial assessment, a comprehensive characterization of the photosynthetic process was conducted. To assess the impact of the copolymer coating on leaf photosynthesis, we conducted photosynthetic induction experiments. Leaves were transitioned from sub-saturating to saturating irradiance levels, triggering rubisco activation and stomatal opening, thereby maximizing photosynthetic activity. This protocol was performed twice: initially on uncoated leaves and subsequently on leaves coated with either the copolymer or a control substance (ethanol, the polymer solvent). Photosystem II quantum yield (Y(II)), an indicator of linear electron transport in photosynthesis, was monitored throughout the experiment (Fig. 5). Initial induction responses were similar across all leaves. However, application of the copolymer, ethanol, or silicon grease resulted in a transient decrease in Y(II) (Fig. 5, black arrow), followed by recovery within 20–30 minutes. Subsequent inductions exhibited slightly lower Y(II) values for all treatments, including the ethanol control. The acute, transient decrease in Y(II) post-application was consistent across all treatments, suggesting that this effect was primarily attributable to ethanol exposure. Furthermore, the reduced Y(II) in the secondary induction, observed across all treatments, indicates that this phenomenon was not polymer specific but rather related to either the ethanol application or the prior induction history,23 potentially involving circadian rhythm influences.24 These findings demonstrate that the copolymer coating does not significantly impede short-term photosynthetic activity in leaves.


image file: d4lp00249k-f5.tif
Fig. 5 Repeated photosynthetic induction on maize leaves that are coated with the polymers or sprayed with an ethanol control. The quantum yield of photosystem II (Y(II)) is a measure for the amount of linear electron transport for photosynthesis. Blue–red light of two intensities were used for the induction: 560 μmol photons per m2 per s that was sub-saturating (grey zone) for photosynthesis and 1880 μmol photons per m2 per s saturating light (white zone). Application of the polymers and ethanol is marked by the black arrow.

3. Conclusion

We have described the synthesis and characterization of a thermoresponsive, bio-inspired adhesive polymer for AWH with a cloud point in water of 33 ± 1 °C. The coating was applied to Si and PE model substrates, which were subsequently characterized for layer thickness as well as water harvesting properties. The coating was able to capture about 50% of its own weight in water. Application on leaves demonstrated that the polymer maintains its thermoresponsive behavior and is capable of adhering to leaves. A PDOMA-b-POEGMA reference polymer was also synthesized and analyzed, but it lacked adhesive strength to adhere to leaf surfaces. Finally, photosynthesis induction experiments were also carried out to show that the coating does not harm the plants to which they are applied. The primary influence on the plant's behavior is found to be the ethanol solvent used for application, which should be changed for future experiments. To conclude, the coating can successfully harvest water, ∼1 mg cm−2, it has thermoresponsive switching behavior, and it does not harm the underlying plant. This proof-of-concept demonstrates the potential of our system, but continued research is needed to refine the synthesis procedures and composition for improved effectiveness. Furthermore, investigating the long-term ecological impact of these leaf-coatings in agricultural settings is crucial, with a focus on developing biodegradable alternatives currently being explored in our labs. Finally, optimizing the thermoresponsive properties will allow us to tailor this system for use in diverse environments.

4. Experimental

4.1. Materials

1,4-Dioxane (99%), 4-cyano-4-(phenylcarbonothioylthio)pentanoic acid (RAFT agent, >98%), dopamine HCl (DA, >98%), magnesium sulfate (MgSO4, >97%), methacrylic anhydride (>94%), poly(ethylene glycol) methyl ether methacrylate (PEGMA), sodium bicarbonate (≥99.7%), sodium hydroxide (NaOH, ≥98%), sodium tetraborate decahydrate (≥99.5%) and sulfuric acid (ACS Reagent, 95%–97%) were bought from Sigma. Azobisisobutyronitrile (AIBN) and hydrogen peroxide (H2O2, 30%) were obtained from Merck. Ethyl acetate (Analar Rectapur, 99.9%), heptane (GPR Rectapur, >99%), n-hexane (GPR Rectapur, 98%), and tetrahydrofuran (GPR Rectapur, 99%) were purchased from VWR. Diethyl ether (99%) was obtained from Boom, The Netherlands. N-Isopropylacrylamide (>98%) was purchased from TCI Chemicals, Belgium, and recrystallized before use.

4.2. PNIPAM-b-PDOMA and PEGMA-b-PDOMA block copolymer synthesis

The PNIPAM-b-PDOMA copolymer was synthesized by RAFT polymerization according to a protocol adapted from Luan et al.25 Briefly, 3.96 g (35 mmol) of NIPAM, 3.28 mg (0.02 mmol) of AIBN, and 27.9 mg (0.1 mmol) of RAFT agent were added to 25 mL of dioxane in a 50 mL round-bottomed flask. This solution was purged for 30 minutes with N2 before being placed in an oil bath at 75 °C for 24 h under continuous stirring and N2 overpressure. 553 mg (2.5 mmol) of DOMA was dissolved in 10 mL of dioxane and purged for 30 minutes using N2. After 24 h, the DOMA solution was added to the round-bottomed flask and the combined mixture was left for another 18 h at 75 °C. The polymer was precipitated into diethyl ether, redissolved in dioxane, and precipitated again into diethyl ether, before being dried at reduced pressure at 60 °C overnight. 1H NMR (DMSO-d6, 400 MHz) δ = 8.8–8.65 (–OH, d, 2H), δ = 6.65–6.40 (aromatic, m, 3H), δ = 3.85 (CH, s, 1H), δ = 1.98 (–CH–, s, 1H), δ = 1.45 (–CH2–, s, 2H), δ = 1.05 (–CH3, s, 6H).

For the POEGMA-b-PDOMA copolymer, same procedure was used except that PDOMA (2.5 mmol, 553.1 mg) was first polymerized for 18 hours and POEGMA (35 mmol, 16.2 mL in 10 mL dioxane) was added in the second step, after which the solution was left to polymerize for 24 hours.

4.3. Coating application

The respective polymer was dissolved at 2 wt% in ethanol and applied to surfaces using a pipette in air at 120 μL per cm2.

4.4. Atmospheric water harvesting

A PE substrate (5 × 5 cm2) was coated with 3 mL of a 2 wt% ethanol solution of PNIPAM-b-PDOMA. This sample was dried in air before use in the AWH experiments. For control, an uncoated PE substrate of the same dimensions was used. After weighing, the substrate was placed on a glass holder in a glass Petri dish inside a desiccator. The desiccator was connected to an inlet, outlet, and humidity sensor. Air with 100% relative humidity (RH) was blown through the inlet into the desiccator. To obtain the 100% RH air, air was blown through a bubbler in a glass column filled with water. This column was heated slightly at 35 °C to obtain 100% RH. The measurement lasted 16 hours.

1H-NMR and DOSY NMR were performed using a 400 MHz Bruker AVANCE III AMX system in DMSO-d6.

4.5. Contact angle measurements

Static contact angles were measured using an OCA15 device equipped with an electronic syringe unit (Dataphysics Instruments GmbH, Germany). MilliQ water was used as the probe liquid. At least 3 measurements per sample were performed and averaged.

4.6. FTIR spectroscopy

FTIR spectra were obtained with a Bruker Alpha FTIR spectrometer equipped with a Platinum ATR single reflection crystal (Bruker Optic GmbH, Germany). Spectra were obtained in the range of 4000–400 cm−1 with a resolution of 4 cm−1 at 64 scans.

4.7. Photosynthetic induction measurements

Photosynthetic induction experiments were performed with a mini-PAM (Heinz Walz GmbH, Effeltrich, Germany) on the fifth fully expanded leaf from potted maize plants that were grown at the window side at the university during the summer of 2022. Experiments started with a 30 minute dark acclimation of the entire plant. Fv/Fm measurement was then performed by first switching on the measuring light (600 Hz, <1 μmol photons per m2 per s, 650 nm red LED light) and after the fluorescence signal stabilized to measure F0, the saturating pulse (180 ms, 12[thin space (1/6-em)]000 μmol photons per m2 per s, blue enriched halogen lamp, filtered to give λ < 710 nm light) was applied to measure Fm. Fv/Fm was calculated according to formula (1).
 
image file: d4lp00249k-t1.tif(1)

After that, 580 μmol photons per m2 per s of actinic white light at the leaf level was applied from a light panel (SL3500, PSI, Czech) for 30 minutes to bring the leaf in a steady-state. Thereafter, saturating pulses were applied every 5 minutes to measure Y(II). Y(II) was calculated according to formula (2).

 
image file: d4lp00249k-t2.tif(2)

where image file: d4lp00249k-t3.tif is the maximum fluorescence measured during a saturating pulse in the presence of actinic light and Fs is the minimum fluorescence measured in the presence of actinic light. After 30 minutes, the intensity of the actinic light was switched to 1880 μmol photons per m2 per s at the leaf level for 60 minutes to observe photosynthetic induction. Thereafter the actinic light was switched back to 580 μmol photons per m2 per s and after 30 minutes, the polymer or control was applied by slow pipetting close to the leaf surface. After application, a 30 minute period of 580 μmol photons per m2 per s was followed by another 60 minute period of 1880 μmol photons per m2 per s to observe photosynthetic induction in the presence of the polymer or control. Finally, a 60 minute period of 580 μmol photons per m2 per s of actinic light was used to follow the recovery after high light intensity treatment in the presence of the polymer or control. All experiments were started at 11:00 in the morning to prevent large diurnal effects on the measurements.

Data availability

The data supporting this article have been included as part of the ESI.

Conflicts of interest

There are no conflicts to declare.

Acknowledgements

The authors thank Ramon ten Elshof (UT) and Clemens Padberg (UT) for analyses. The authors thank the Dutch Polymer Institute (project 823t19) and the University of Twente for funding and support.

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Footnote

Electronic supplementary information (ESI) available. See DOI: https://doi.org/10.1039/d4lp00249k

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