Of Trees and Vines Passive Frost Protection
←
→
Page content transcription
If your browser does not render page correctly, please read the page content below
Passive Frost Protection of Trees and Vines Summary of Recommendations Several management p r a c t i c e s can reduce t h e p o t e n t i a l for f r o s t damage i n an orchard or vineyard. The p r a c t i c e s include: 1. Site selection o r choosing a l o c a t i o n for an orchard or vineyard less prone t o f r o s t damage. Frost- sensitive crops should not be grown i n low a r e a s where cold a i r is trapped by n a t u r a l topography, vegetation, or by manufactured o b s t a c l e s t h a t i n h i b i t drainage of cold a i r . 2. Soil and ground cover management t o maximize t h e s t o r a g e and l a t e r r e l e a s e of h e a t from t h e s o i l within and upwind of a crop. To reduce t h e c h a n c e s of f r o s t damage, make sure t h a t t h e ground i s firm, moist, and exposed t o s u n l i g h t i n s i d e and upwind ( u p s l o p e ) from a c r o p by ( a ) e l i m i n a t i n g or c u t t i n g ground cover, ( b ) keeping t h e t o p 1 foot of s o i l moist, and (c) n o t c u l t i v a t i n g . 3. Delay bloom and crop development through p l a n t i n g on north- facing s l o p e s and by s e l e c t i n g crops or v a r i e t i e s t h a t develop l a t e r i n t h e s p r i n g is b e n e f i c i a l for avoiding frost damage. These passive management p r a c t i c e s a r e less expensive than a c t i v e f r o s t p r o t e c t i o n with s p r i n k l e r i r r i g a t i o n , and wind machines, and can be more cost e f f e c t i v e i n some cases. Even when a c t i v e p r o t e c t i o n methods a r e used, employing t h e s e p a s s i v e p r a c t i c e s can minimize t h e need for a c t i v e p r o t e c t i o n and reduce expenses. Cooperative Extension University of California Division of Agriculture and Natural Resources Leaflet 21429e (Scan of Leaflet 21429. No content was updated from 1992 printing.)
Introduction Freezing temperatures can have a d e v a s t a t i n g effect on tree and vine crop production, if they occur during c r i t i c a l developmental periods. During dormancy, most crops a r e relatively i n s e n s i t i v e t o a l l but extremely low tem- peratures. The s e n s i t i v i t y of crops t o f r o s t i n c r e a s e s r a p i d l y , however, from t h e onset of flowering t o small nut o r f r u i t s t a g e s when crops a r e gen- e r a l l y t h e most s e n s i t i v e . Fortunately, t h e p r o b a b i l i t y of damaging tempera- tures occurring decreases r a p i d l y during these e a r l y developmental s t a g e s . F r o s t damage can a l s o occur before a f a l l h a r v e s t i n some crops, and t h e p r o b a b i l i t y of damage i n c r e a s e s i f h a r v e s t is delayed. Proper management of your orchard or vineyard before a f r o s t n i g h t can minimize p o t e n t i a l damage. These management p r a c t i c e s , before a f r o s t n i g h t , a r e c a l l e d "passive protection." During a f r o s t n i g h t , such p r o t e c t i o n prac- t i c e s a s s p r i n k l e r s and wind machines a r e categorized a s " active protection." This l e a f l e t d i s c u s s e s passive p r o t e c t i o n methods t h a t can improve effective- ness or e l i m i n a t e t h e need for a c t i v e f r o s t p r o t e c t i o n . Advection and Radiation Frosts Two types of frost s i t u a t i o n s can occur. One is c a l l e d an “advection f r o s t , " which occurs when f r e e z i n g a i r blowing i n t o t h e a r e a d i s p l a c e s warmer a i r t h a t was p r e s e n t before t h e frost occurrence. Moderate-to-strong winds , no inversion, cloudy or clear s k i e s , and f r e e z i n g temperatures even during d a y l i g h t t y p i c a l l y c h a r a c t e r i z e advection frosts. I n some cases, t h e temper- a t u r e can remain below f r e e z i n g f o r s e v e r a l successive days. Advection f r o s t s a r e d i f f i c u l t t o p r o t e c t a g a i n s t . The o t h e r t y p e of s i t u a t i o n , " radiation f r o s t , " is characterized by l i g h t winds, temperature inversions, c l e a r s k i e s , and daytime temperatures above 32°F (0°C). Fortunately, radia- t i o n f r o s t s a r e much more common than advection f r o s t s i n C a l i f o r n i a . Mechanisms of Heat Transfer Radiant h e a t is what you feel when you stand near a burning f i r e p l a c e or when you are exposed t o s u n l i g h t . Everything t h a t has a measurable tempera- t u r e emits r a d i a n t h e a t . The warmer t h e source of r a d i a t i o n , t h e g r e a t e r t h e amount of h e a t radiated. Radiant h e a t is important i n passive f r o s t p r o t e c t i o n because more nighttime heat is r a d i a t e d from t h e s o i l t o t h e crop i f t h e s o i l s u r f a c e temperature can be maintained higher. The sky a l s o has an effective tempera- ture and downward r a d i a t i o n t h a t c o n t r i b u t e s t o p r o t e c t i o n . Clouds, fog, and high humidity help t o maintain a higher e f f e c t i v e sky temperature, which provides more p r o t e c t i o n than during c l e a r s k i e s . I n convection, h e a t is t r a n s f e r r e d by moving a i r . For example, heat is convectively t r a n s f e r r e d from a furnace t h a t warms t h e a i r and then moves it by a fan t o d i f f e r e n t rooms i n a house. When wind moves a i r over an o b j e c t w i t h a d i f f e r e n t temperature, h e a t is t r a n s f e r r e d t o or from t h e object, depending on which is warmer. This process occurs as cold a i r moves over t h e ground and through a crop during a f r o s t night. I n conduction, h e a t is t r a n s f e r r e d without movement of t h e t r a n s f e r medium. An example would be t o p l a c e the end of a f i r e p l a c e poker i n t o a fire. Eventually, heat w i l l be conducted up t h e poker from t h e end i n t h e 2
f i r e t o y o u r hand and t h e t e m p e r a t u r e of t h e p o k e r i n y o u r hand w i l l increase. Conduction is very important i n s o i l h e a t t r a n s f e r and it can be affected by c u l t u r a l management. A primary o b j e c t i v e of p a s s i v e frost pro- t e c t i o n is t o maximize heat conduction i n t o t h e s o i l during t h e day s o t h a t more h e a t can be released t o the crop a t night. Another mechanism of heat t r a n s f e r is t h e movement of water t h a t c a r r i e s l a t e n t h e a t and r e l e a s e s it t o t h e surroundings when condensing, cooling, or freezing. S i m i l a r l y , water removes h e a t from t h e surroundings when it melts, warms, o r evaporates. Freezing, melting, and evaporation a r e t h e main pro- cesses t h a t t r a n s f e r h e a t t o or from water on a f r o s t n i g h t . Approximately four times a s much h e a t is released t o t h e surroundings during f r e e z i n g than i n cooling water from 68°F (20°C) t o 32°F and four times a s much heat must be t r a n s f e r r e d from t h e surroundings t o melt water as it t a k e s t o r a i s e t h e t e m p e r a t u r e from 32°F t o 68°F. Approximately 166 BTUs of h e a t a r e released when a pound of water changes from a l i q u i d a t 32°F t o ice a t 32°F. Evaporation can a l s o be an important f a c t o r because it removes approximately 7-1/2 times a s much h e a t from t h e surroundings a s f r e e z i n g an equal q u a n t i t y of water. Fortunately, evaporation r a t e s are low during f r o s t nights. Fog, Clouds, and Wind Fog, clouds, and wind tend t o p r o t e c t crops from r a d i a t i o n frost. Fog and clouds slow dropping temperatures because r a d i a t i o n from t h e sky downward is increased r e l a t i v e t o t h a t emitted upward from t h e ground. Under these conditions, t h e r e is u s u a l l y l i t t l e or no n e t l o s s of h e a t from t h e crop and t h e temperature w i l l drop slowly o r can even i n c r e a s e ( f i g . 1 ) . S u r p r i s i n g l y , even very high t h i n clouds o r l i g h t fog can g r e a t l y slow temperature drop. L i g h t wind can markedly a f f e c t slowing temperature drop. Temperatures w i l l d e c l i n e most r a p i d l y when t h e r e is no wind and w i l l drop less slowly a s wind speeds i n c r e a s e during a r a d i a t i o n frost. The b e n e f i c i a l e f f e c t s of l i g h t winds a r e less when cold a i r has s e t t l e d and an inversion has formed. Therefore, l i g h t wind e a r l y i n t h e evening w i l l slow temperature drop more than t h e same wind speed l a t e r during a f r o s t night. A hanging p l a s t i c r i b - bon on t h e edge of an orchard o r i n an open a r e a can be used a s an i n d i c a t o r of l i g h t winds. The ribbon should be about 3 feet long and should be t i e d s o t h a t t h e bottom hangs about 3 feet above t h e ground. If t h e bottom of t h e ribbon is obviously f l u t t e r i n g and displaced from v e r t i c a l by a f o o t or more, Fig. 1. Air temperature measured over citrus during fog formation on the nights of January 8-9,1981. 3
t h e wind speed is probably g r e a t enough t o slow temperature drop. If it is hanging s t r a i g h t down, t h e r e is no wind and temperatures w i l l d e c l i n e more rapidly. Humidity Humidity is very important during a r a d i a t i o n frost night because t h e minimum temperature w i l l usually not drop much a f t e r reaching t h e dew-point temperature. If you have a low dew-point near 32°F or below, then t h e danger of f r o s t damage is g r e a t e r . H i g h humidity reduces t h e danger because down- ward r a d i a n t heat tends t o be g r e a t e r . Also, fog, dew, or white f r o s t ( i c e ) a r e more l i k e l y t o form, r e l e a s i n g l a t e n t h e a t (heat s t o r e d i n t h e water) t o t h e s o i l , a i r , and crop when t h e humidity is high. I n most cases, formation of dew or white frost is b e n e f i c i a l , except i n c i t r u s where research has shown t h a t white f r o s t forming on t h e f r u i t e a r l y i n a f r o s t night can lead t o more damage than when no f r o s t is present. Soil, Water Content, Cultivation, and Ground Cover S o i l s can a f f e c t temperature drop because h e a t capacity (heat s t o r a g e c a p a b i l i t y ) and conductivity vary, depending p a r t l y on s o i l t e x t u r e . Gener- a l l y , when they a r e dry, sandy and peat s o i l s do not store or conduct h e a t a s r e a d i l y a s loam and c l a y soils. The r e s u l t is t h a t t h e r e is a g r e a t e r d a i l y temperature range a t t h e s u r f a c e for l i g h t s o i l s than for heavier s o i l s , and t h e minimum s u r f a c e temperature is lower. S o i l s with a darker color o f t e n absorb more s u n l i g h t than a l i g h t colored s o i l and store more heat. Conse- quently, a r e a s within an orchard with lighter colored s o i l (and no ground cover) a r e prone t o f r o s t damage. Conductivity and h e a t s t o r a g e i n s o i l s a r e g r e a t l y a f f e c t e d by water content because water stores considerable h e a t , and moist s o i l conducts h e a t more r e a d i l y than a dry s o i l . Figure 2 shows a sample d a i l y temperature p r o f i l e change of a moist and a dry s o i l . The c r i t i c a l f a c t o r t o f r o s t pro- t e c t i o n is t h a t t h e s u r f a c e minimum temperature is higher for a moist s o i l . Most of t h e d a i l y change i n temperature occurs i n t h e upper 1 foot, so it is important t o maintain water content i n t h e upper 1 f o o t of s o i l near f i e l d capacity t o keep t h e s o i l s u r f a c e temperature a s high a s possible. Many Fig. 2. Daily range of soil temperature at various depths for soils with high and low conductivity. 4
growers h a v e had n e a r l y t o t a l y i e l d l o s s e s when f r o s t o c c u r r e d and t h e orchard or vineyard s o i l was dry. They have reduced o r avoided damage when t h e s o i l was moist. It is not necessary t o wet t h e s o i l below 1 f o o t deep i n t h e s o i l f o r frost p r o t e c t i o n . C u l t i v a t i o n i s d e t r i m e n t a l t o f r o s t p r o t e c t i o n and s h o u l d n o t be p r a c t i c e d during f r o s t season. Turning t h e s o i l reduces h e a t capacity and conductivity, and it removes h e a t from t h e s o i l because water brought t o t h e s u r f a c e evaporates and t a k e s h e a t away i n t h e process. Often c u l t i v a t i o n before a f r o s t n i g h t can result i n severe y i e l d loss where none would have occurred otherwise. C u l t i v a t i o n becomes less of a problem a s leaves develop and t h e floor of t h e orchard or vineyard becomes more shaded during daylight. Ground cover i n h i b i t s s o l a r r a d i a t i o n ( s u n l i g h t ) from reaching t h e ground s u r f a c e and reduces t h e amount of h e a t s t o r e d i n t h e s o i l . This r e s u l t s i n a lower minimum s o i l s u r f a c e temperature and less r a d i a t i o n from t h e ground s u r f a c e t o warm t h e a i r and crop during a frost. Ground cover a l s o slows t r a n s f e r of h e a t from t h e s o i l t o t h e crop a t night. I d e a l l y , there would be no ground cover t o optimize passive frost p r o t e c t i o n . Because ground covers a r e b e n e f i c i a l f o r o t h e r purposes, it is b e s t t o keep the ground cover s h o r t , e i t h e r by mowing or through u s e of chemicals, but not by c u l t i v a t i o n . S o i l and ground c o v e r management h a s v a r y i n g e f f e c t s on minimum temperatures within orchards and vineyards. The effects are most important under c l e a r , calm conditions when there are no leaves on t h e trees. If there are clouds, fog, or s i g n i f i c a n t wind, t h e b e n e f i c i a l effects of t h e s e o t h e r f a c t o r s on t e m p e r a t u r e w i l l o f t e n dominate o v e r b e n e f i t s or d e t r i m e n t s r e s u l t i n g from s o i l and ground cover management. When t h e r e a r e no leaves on t h e trees and an i n v e r s i o n f o r m s , temperatures w i l l generally be lowest near t h e s o i l s u r f a c e and w i l l i n c r e a s e w i t h h e i g h t from there ( f i g . 3). With e x t e n s i v e f o l i a g e on t h e trees, t h e effects of floor management a r e less important because t h e r a d i a t i n g s u r f a c e has moved t o t h e t o p s of t h e trees or vines and the temperature varies l i t t l e with h e i g h t within t h e orchard ( f i g . 4). Above t h e orchard temperatures w i l l Fig.3. An example of temperature changes up to 50 feet Fig. 4. Mean minimum temperatures averaged over all (15m) height over bare ground at Davis, California on frost nights (1929, 1933) in a walnut orchard near West February 4-5,1985. A similar temperature profile is com- Covina, California. Referenced by H. B. Hanson (1956) mon forleafless orchards with minimal or no ground cover. after C. Cole. 5
i n c r e a s e with height. Thus, good floor management is most important a t t h e beginning of t h e f r o s t season for deciduous trees and vines; it becomes less important a s t h e ground is shaded by crop leaves. Air temperature d i f f e r e n c e s of only 0.5°F between orchards with and without ground covers a t 5-foot height have been reported when orchard f o l i a g e is f u l l y developed (H. B. Hanson 1956). Floor management is always important f o r f r o s t p r o t e c t i o n of c i t r u s and young deciduous trees and vines where wide p l a n t spacing always leaves t h e ground exposed during daylight. Ice- nucleating b a c t e r i a a r e present on most tree and v i n e crops, and some evidence i n d i c a t e s t h a t t h e p o t e n t i a l for f r o s t damage is g r e a t e r when t h e concentration of ice- nucleating b a c t e r i a is high. Ground covers a r e probably c o n t r i b u t o r s t o t h e spread of t h e s e b a c t e r i a . Therefore, it is prudent t o minimize ground covers even a f t e r appreciable crop f o l i a g e has developed i n t h e spring. When applying water to a soil for passive frost protection, cover as much of t h e surface a r e a exposed t o s u n l i g h t a s p o s s i b l e . Energy is t r a n s f e r r e d t o or from t h e s o i l on a p e r - u n i t a r e a b a s i s , and hence a l a r g e r a r e a of moist s o i l w i l l conduct and store more h e a t . Thus, using s p r i n k l e r s or flooding t h a t wets t h e e n t i r e s o i l s u r f a c e is best. Furrows should be a s wide a s p o s s i b l e t o maximize t h e s u r f a c e a r e a t o be wetted. The amount of water t o apply depends on dryness of t h e s o i l r e l a t i v e t o t h e maximum it can hold ( f i e l d c a p a c i t y ) . Generally, it is unusual t o need g r e a t e r than 1 inch t o 1 1/2 inches a p p l i c a t i o n depth t o r e f i l l a r e l a t i v e l y dry, clay loam s o i l . Lighter s o i l s r e q u i r e less water with an a p p l i c a t i o n of 1/2-inch t o 1- inch depth for a dry, sandy s o i l . Note t h a t i f water is applied uniformly, a 1-inch depth is approximately 27,000 g a l l o n s p e r acre (0.62 g a l l o n s per square f o o t ) . Another consideration is t h e condition of t h e a r e a surrounding your orchard or vineyard. Crops t h a t a r e downwind from pasture or low-growing crops a r e i n more danger of frost damage than t h o s e downwind or downslope from other tree or vine crops where passive or a c t i v e p r o t e c t i o n is prac- t i c e d . C u l t i v a t i o n upslope can a l s o lower t h e minimum temperature within an orchard or vineyard. Minimum s o i l s u r f a c e temperatures measured over t u r f - g r a s s or over a c u l t i v a t e d f i e l d a r e a s much a s 7°F lower than over a firm bare ground (H. B. Hanson 1956). The a i r temperature d i f f e r e n c e s measured a t shelter h e i g h t (5 feet) and above a r e less than 7°F, but colder a i r w i l l develop over a colder s u r f a c e and w i l l i n c r e a s e t h e likelihood of f r o s t damage downslope. This s i t u a t i o n can be avoided by p r a c t i c i n g t h e same management used i n t h e orchard or vineyard. Site Selection S e l e c t i n g a good l o c a t i o n t o grow your crop is o f t e n t h e best method of passive f r o s t p r o t e c t i o n . Because cold a i r is more dense than warm a i r , it flows downhill much l i k e water. Thus, low s p o t s where cold a i r w i l l collect should be avoided. The t o p s of h i l l s are a l s o o f t e n cold and generally it is best t o p l a n t on a slope. One procedure t h a t might h e l p i n l o c a t i n g poten- t i a l l y hazardous sites is t o i d e n t i f y l o c a t i o n s where fog develops on n i g h t s when f o g is s p o t t y . The f o g w i l l tend t o develop i n t h e cold s p o t s first because t h e cold a i r w i l l settle t h e r e and t h e low s p o t reaches t h e dew-point temperature before less hazardous areas. On f r o s t n i g h t s when the dew-point 6
is low, t h e s e s p o t s w i l l be c o l d e s t . This method does n o t work for c o a s t a l fogs t h a t move i n from t h e ocean. One important f a c t o r t o consider is t h a t t h e r i s k of damage is g r e a t e r i f bloom comes e a r l y . Warm temperatures tend t o bring on bloom, so p l a n t i n g on a north- facing slope can delay bloom and reduce t h e p r o b a b i l i t y of f r o s t damage. It a l s o is b e n e f i c i a l t o be downslope or downwind from a lake. Avoid growing crops i n cold s p o t s caused by o b s t a c l e s such as r a i s e d road beds, buildings, o r vegetation t h a t i n h i b i t n a t u r a l cold a i r drainage. Delaying Bloom and Leafout Any management p r a c t i c e s t h a t delay bud break w i l l reduce the chances of f r o s t damage because t h e p r o b a b i l i t y of damaging low temperatures decreases r a p i d l y i n t h e spring. Thus, l a t e or double pruning t o delay l e a f o u t or bloom is b e n e f i c i a l f o r crops grown i n f r o s t - p r o n e areas. Also s p r i n k l e r i r r i g a t i n g or fogging during warm winter or s p r i n g days can delay bud break and reduce chances of f r o s t damage. Research has shown t h a t f r o s t damage normally occurs when t h e ice f i r s t forms on leaves and then propagates i n t o t h e buds, blossoms, f r u i t , or nuts. Consequently, delaying t h e development of leaves w i l l reduce the r i s k of frost damage. S e l e c t i n g crops or v a r i e t i e s t h a t bloom l a t e r i n s p r i n g can reduce t h e l i k e l i h o o d of f r o s t damage. References B a l l a r d , J . K., and E . L . P r o e b s t i n g . 1981. F r o s t and f r o s t c o n t r o l i n Washington orchards. Washington S t a t e University Extension B u l l e t i n 0634. B a r t h o l i c , J . F. 1979. S i t e s e l e c t i o n . In: Modification of t h e Aerial Environment. Gerber and B a r f i e l d ( e d s . ) . American S o c i e t y of A g r i c u l t u r a l Engineers. S t . Joseph, Michigan. Hanson, H. B. 1956. Influence of s o i l temperature and ground cover on orchard minimum temperatures. U.S. Weather Bureau (publisher unknown). K a s i n a t i s , A. N . , B. E. Beardon, R . L. Sisson, R . A . Parsons, A. D. Reed, and K. Rowers. 1975. F r o s t p r o t e c t i o n for n o r t h c o a s t vineyards. UC L e a f l e t 2743. Opitz, Karl W., Robert F. Brewer, and Robert G. P l a t t . 1979. Protecting c i t r u s from cold l o s s e s . UC L e a f l e t 2372. S c h u l t z , H . B . , and R . J . Weaver. 1977. P r e v e n t i n g f r o s t damage i n vineyards. UC L e a f l e t 2139 (out of p r i n t ) . 7
The Authors The authors are Richard L. Snyder, Biometeorologist, Cooperative Extension, Davis; Kyaw Tau Paw U, Biometeorologist, Department of Land, Air &Water Resources, Davis; and James F. Thompson, Agricultural Engineer, Cooperative Extension, Davis. Information about ordering this publication may be obtained from ANR Publications University of California 6701 San Pablo Avenue Oakland, CA 94608-1239 telephone (510) 642-2431 The University of California, in compliance with Titles VI and VII of the Civil Rights Ad of 1964, Title IX of the Education Amendments of 1972, Sections 503 and 504 of the Rehabilitation Act of 1973, and the Age Discrimination Act of 1975, does not discriminate on the basis of race, religion, color, national origin, sex. mental or physical handicap, or age in any of its programs or activities, or with respect to any of its employment policies, practices, or procedures. Nor does the University of California discriminate on the basis of ancestry. sexual orientation, marital status. citizenship, medical condition (as defined in Section 12926 of the California Government Code) or because individuals are special disabled veterans or Vietnam era veterans (as defined by the Vietnam Era Veterans Readjustment Act of 1974 and Section 12940 of the California Government Code). Inquiries regarding this policy may be addressed to the Affirmative Action Director. University of California Agriculture and Natural Resources. 300 Lakeside Drive. 6th Floor, Oakland, CA 94612-3560. (510) 987-0097. 2m-rpt-2/92-HS/FB
FOR INFORMATION ABOUT THIS AND OTHER PUBLICATIONS, CONTACT University of California Agriculture and Natural Resources Communication Services 6701 San Pablo Avenue, 2nd Floor Oakland, California 94608-1239 Telephone 1-800-994-8849 (510) 642-2431 FAX (510) 643-5470 E-mail: danrcs@ucdavis.edu Visit the ANR Communication Services website at http://anrcatalog.ucdavis.edu An electronic version of this publication is available on the ANR Communication Services website at http://anrcatalog.ucdavis.edu. Publication 21429e Most recent printing 1992. Digitally re-issued 2002. No content was updated from the 1992 printing. ©1992, 2002 by the Regents of the University of California Division of Agriculture and Natural Resources All rights reserved. No part of this publication may be reproduced, stored in a retrieval system, or transmitted, in any form or by any means, electron- ic, mechanical, photocopying, recording, or otherwise, without the written permission of the publisher and the authors. The University of California prohibits discrimination against or harassment of any person employed by or seeking employment with the University on the basis of race, color, national origin, religion, sex, physical or mental disability, medical condition (cancer-related or genetic characteristics), ancestry, marital status, age, sexual orientation, citizenship, or status as a covered veteran (special disabled veteran, Vietnam-era veteran or any other veteran who served on active duty during a war or in a campaign or expedition for which a campaign badge has been authorized). University Policy is intended to be consistent with the provisions of applicable State and Federal laws. Inquiries regarding the University’s nondiscrimination policies may be directed to the Affirmative Action/Staff Personnel Services Director, University of California, Agriculture and Natural Resources, 300 Lakeside Drive, 6th floor, Oakland, CA 94612-3550; (510) 987-0096. For information about ordering this publication, telephone 1-800-994-8849.
You can also read